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- Guidance Source Tour: The Architecture Behind Constrained LLM Generation
October 29, 2026A source-level tour of the guidance library: grammar nodes, the immutable Model object, engine interpreters, and the backends that make constrained decoding real.
- Instructor Source Tour: How the Structured-Outputs Library Turns LLM JSON Into Pydantic Models
October 29, 2026A guided source tour of 567-labs/instructor: the lazy-import facade, the patch() wrapper, the (Provider, Mode) handler registry, and the tenacity-driven validation loop that reasks the...
- LlamaIndex Source Tour: How the Data Framework for LLM Apps Is Assembled
October 29, 2026A guided tour of the llama_index repository: ingestion, indices, retrievers, response synthesis, and storage inside llama-index-core.
- Inside LM Evaluation Harness: How EleutherAI Turns a Model and a YAML File into a Benchmark Score
October 29, 2026A source tour of EleutherAI's lm-evaluation-harness: the evaluator core, the YAML task system, model adapters, the four request types, and the metric and filter machinery....
- Marqo Source Tour: Inside the AI-Native Vector Search Engine's Architecture
October 29, 2026A guided source tour of marqo-ai/marqo: how the FastAPI server, Vespa vector store, and Triton-powered inference sidecars wire together into one vector search engine.
- Modin Source Tour: How One Import Scales pandas Across Every Core
October 29, 2026A guided tour of Modin's source tree: the modin.pandas API surface, factory dispatch, query compilers, and the Ray/Dask partition machinery that parallelizes pandas.
- OpenAI Evals: A Source Tour of the LLM Evaluation Framework
October 29, 2026A guided source tour of openai/evals — the registry engine, the Eval base classes, completion functions, model-graded grading, and the oaieval runner.
- pgvector Source Tour: How Vector Search Lives Inside Postgres
October 29, 2026A guided source tour of pgvector, the PostgreSQL extension for vector similarity search: the vector type, distance kernels, and the HNSW and IVFFlat index access...
- txtai Source Tour: Inside the Embeddings Database Engine
October 29, 2026A guided architecture tour of neuml/txtai: the Embeddings engine, dense and sparse vector models, ANN backends, the SQL content store, and the runtime that turns...
- USearch Architecture: A Source Tour of Unum's Single-Header Vector Search Engine
October 29, 2026How the 3,000-line C++ core of USearch powers approximate nearest neighbor search across Python, Rust, and eight other languages - a guided source tour.
- Apache Arrow: A Source Tour of the Columnar Memory Format That Moves Your Data
October 28, 2026A source-level tour of Apache Arrow — zero-copy arrays, IPC framing, compute kernels, dataset scanning, and the pyarrow surface, mapped end to end.
- AudioCraft Source Tour: How Meta's MusicGen, AudioGen and EnCodec Fit Together
October 28, 2026A code-level walk through Meta's AudioCraft: the EnCodec quantizer core, the LMModel over interleaved codebooks, the T5 and chroma conditioners, and the generation loop that...
- BasicSR: Reading the Config-Driven Restoration Framework End to End
October 28, 2026A source tour of XPixelGroup/BasicSR: the training driver, registry-driven models, data assembly, losses, metrics, and utilities.
- Dask Source Tour: Task Graphs, Expressions, and the Scheduler Loop
October 28, 2026A guided tour through dask's source: Task and DataNode, HighLevelGraph, the dask-expr optimizer, and the local scheduler loop, traced end to end.
- Demucs: An End-to-End Source Tour of Meta's Music Source-Separation Model
October 28, 2026How facebookresearch/demucs splits a song into stems: the hybrid transformer architecture, the separation driver, audio I/O, and the training loop.
- DuckDB: An In-Process Analytical SQL Engine, From SQL Text to Row Groups
October 28, 2026A source tour of DuckDB's C++ core: how a SQL string becomes a bound plan, an optimized physical operator tree, and parallel columnar scans over...
- Numba, From @jit to Machine Code: A Source Tour of the LLVM-Based JIT Compiler for Python
October 28, 2026How numba turns a decorated Python function into LLVM IR and native machine code: dispatch, type inference, lowering, parfor parallelism, and CUDA.
- OpenCV Source Tour: From the Mat Container to the DNN Engine Inside the World's Default Vision Library
October 28, 2026A guided source tour of opencv/opencv on the 5.x branch: the Mat array container, parallel image kernels, the cv2 Python bridge, and a DNN module...
- Polars Under the Hood: How a Rust DataFrame Engine Rebuilt Python Data Work
October 28, 2026A source tour of pola-rs/polars: Arrow-backed chunked columns, the lazy plan optimizer, PyO3 bindings, and the morsel-driven streaming engine.
- Coqui TTS Anatomy: the Zoo Facade, the Wrappers, the Vocoder Shelf - Inside coqui-ai/TTS
October 28, 2026A source-level tour of coqui-ai/TTS: the TTS class facade over the model zoo, ModelManager checkpoint downloads, the Synthesizer, VITS / Tacotron2 / XTTS / Tortoise...
- DeepSeek-V3 Source Tour: MLA, 256-Expert MoE, and FP8 Kernels in Plain PyTorch
October 27, 2026A guided tour of the DeepSeek-V3 reference inference code: Multi-head Latent Attention, DeepSeekMoE routing with 256 experts, and Triton FP8 kernels, mapped through two architecture...
- Kornia Source Tour: Differentiable Computer Vision Built on PyTorch Tensors
October 27, 2026A guided source tour of kornia/kornia: color conversions, differentiable filters, camera geometry, augmentation containers, and feature matching, all flowing through autograd.
- LightGBM Source Tour: The Gradient-Boosting Engine, End to End
October 27, 2026A source tour of microsoft/LightGBM: the C++ boosting core, the leaf-wise split search, and the scikit-learn compatible Python surface.
- Llama Stack Is Now OGX: A Source Tour of Meta's Agentic API Server
October 27, 2026A guided source tour of meta-llama/llama-stack — now renamed OGX — covering the FastAPI server, unified inference APIs, provider plugins, routing tables, and the request...
- Inside the MCP Python SDK: Sessions, Transports, and the Machinery Under Every MCP Server
October 27, 2026A source tour of the official Model Context Protocol Python SDK: ClientSession, the shared JSON-RPC dispatcher, Streamable HTTP and stdio transports, and the MCPServer facade....
- NumPy Source Tour: Inside the n-Dimensional Array Engine
October 27, 2026A guided walk through the NumPy codebase — from the Python API surface in numpy/_core to the C loops in src/multiarray and src/umath that make...
- pandas Under the Hood: The DataFrame Engine from Python API to Cython Kernels
October 27, 2026A guided source tour of pandas-dev/pandas: how the DataFrame API, GroupBy, merge, the BlockManager, Cython kernels, and the IO stack fit together.
- Qwen3: A Source Tour of the Evaluation, Demo, and Benchmark Code
October 27, 2026A guided tour of the QwenLM/Qwen3 repository: the ARC-AGI evaluation harness, the resumable generation client, streaming demos, and the speed benchmark scripts.
- sherpa-onnx: Streaming Speech Recognition, TTS and VAD on onnxruntime
October 27, 2026A source tour of k2-fsa/sherpa-onnx: the C++ decoding stack for streaming and offline ASR, text-to-speech and voice activity detection, plus the Python bindings.
- XGBoost Source Tour: Inside the Gradient-Boosted-Tree Engine
October 27, 2026A guided walk through the XGBoost codebase: the C++ learner core, the histogram tree grower, and the Python bindings that wrap it all.
- AutoAWQ Source Tour: Activation-Aware 4-Bit Quantization for LLMs
October 26, 2026A guided walk through the AutoAWQ source tree: the scale search, activation clipping, weight packing, and fused kernels that turn a 16-bit LLM into a...
- Gymnasium: A Source Tour of the Reinforcement Learning API That Replaced Gym
October 26, 2026A guided tour through the Gymnasium source code: the reset and step contract, wrapper composition, vectorized environments, typed spaces, and how the Farama Foundation keeps...
- MMDetection Source Tour: How OpenMMLab's Detection Toolbox Really Fits Together
October 26, 2026A guided walk through the MMDetection 3.x source tree: detectors, heads, backbones, hooks and metrics, with two architecture diagrams and line-verified code anchors.
- PyTorch Geometric: A Source Tour of the Graph Neural Network Library
October 26, 2026A guided walk through the PyTorch Geometric (PyG) source tree: the Data and Dataset abstractions, the DataLoader and NeighborLoader, the MessagePassing engine behind GCNConv, SAGEConv...
- SAM 2 Source Tour: How Streaming Memory Powers Promptable Video Segmentation
October 26, 2026A guided walk through the facebookresearch/sam2 source tree: architecture diagrams of the image and video inference flow, the Hiera backbone, the SAM heads, and the...
- scikit-learn Source Tour: The Estimator Contract Behind a Decade of Machine Learning
October 26, 2026A guided source tour of scikit-learn: the fit/transform contract, estimator chaining, Cython kernels, and the model selection machinery, with two architecture diagrams.
- spaCy Source Tour: How the Industrial NLP Library Fits Together
October 26, 2026A guided tour through the spaCy source tree: the Language engine, the Cython Doc object model, Thinc neural models, rule-based matching, and the training loop....
- Stable-Baselines3 Source Tour: How PyTorch Reinforcement Learning Is Wired
October 26, 2026A guided walk through the DLR-RM/stable-baselines3 codebase: BaseAlgorithm, the on-policy and off-policy training loops, buffers, policies, vectorized environments, and the hooks that make PPO, SAC,...
- TorchAO Source Tour: How PyTorch's Quantization Library Actually Works
October 26, 2026A guided walk through the torchao source tree: quantize_ recipes, tensor subclasses, packing formats, and the C++ and CUDA kernels that make low-bit inference fast....
- Ultralytics Source Tour: One Codebase for Detect, Segment, Pose, OBB, and Classify
October 26, 2026A guided walk through the Ultralytics 8.x source tree: the Model facade, the trainer/validator/predictor engine, task adapters, anchor-free heads, and the export path — with...
- MosaicML Composer: A Source Tour of Event-Driven Speedup Training
October 25, 2026Walk through the MosaicML composer source: the Trainer loop, the Engine event chain, speedup algorithms, callbacks, logging, and distributed sync.
- Hugging Face Datasets Source Tour: From load_dataset to Arrow Shards
October 25, 2026A source-level tour of huggingface/datasets: how load_dataset resolves a builder, caches Arrow shards on disk, and returns typed Dataset objects, with two architecture diagrams.
- Detectron2: A Source Tour of Meta's Detection Platform
October 25, 2026Walk through the Detectron2 source: the GeneralizedRCNN meta-architecture, ResNet+FPN backbones, RPN proposals, ROI heads, and the config/checkpoint plumbing.
- GPT-2 at the Source: OpenAI's Original Next-Token Predictor, Line by Line
October 25, 2026A guided source tour of openai/gpt-2, the 2019 reference implementation that made scaled next-token prediction famous, with architecture diagrams, symbol-anchored links, and an honest look...
- MediaPipe: A Source Tour of Google's On-Device ML Framework
October 25, 2026Walk through the MediaPipe source: the Tasks Python API, base options and running modes, landmarker and detector graphs, and how models ship to phones and...
- Piper: A Tiny C++ Core That Speaks for Itself
October 25, 2026A source tour of rhasspy/piper: how its compact C++ engine turns text into phonemes, runs a VITS voice in ONNX Runtime, and streams 16-bit PCM...
- pyannote.audio source tour: the PyTorch core behind speaker diarization
October 25, 2026A guided tour of the pyannote.audio source on GitHub: how Model, Task, Audio and Inference fit together with PyanNet-style architectures, ArcFace embeddings and TorchMetrics to...
- Swin Transformer: A Source Tour of Microsoft's Hierarchical Vision Backbone
October 25, 2026Walk through the Swin source: shifted-window self-attention with relative position bias, patch merging downsampling, checkpoint weight remapping, and the training entry.
- TensorFlow Serving: A Source Tour of Google's Model Server
October 25, 2026A guided walk through the TensorFlow Serving C++ codebase: how SavedModels are discovered on disk, versioned, loaded, batched, and answered over gRPC and REST.
- WhisperX: Batched Whisper, wav2vec2 Alignment and Diarization From the Source Up
October 25, 2026A source tour of m-bain/whisperX: how faster-whisper batched inference, wav2vec2 forced alignment and pyannote speaker diarization hand off one 16 kHz buffer from CLI entry...
- BLIP: A Source Tour of Salesforce's Vision-Language Pretraining Model
October 24, 2026Walk through the BLIP source: the ViT vision encoder, the MED cross-attention text model, ITC/ITM/LM pretraining losses, and the caption and VQA heads.
- Llama 2: A Source Tour of Meta's Reference LLM Inference Code
October 24, 2026Walk through the original Llama 2 source: the Transformer stack with grouped-query attention and RoPE, SentencePiece tokenization, and the checkpoint loader.
- Megatron-LM: A Source Tour of NVIDIA's Large-Scale Training Framework
October 24, 2026Walk through the Megatron core source: tensor and sequence parallel primitives, the transformer stack, sharded distributed optimizer, and the training entry loop.
- MNN: A Source Tour of Alibaba's Mobile Inference Engine
October 24, 2026Walk through the MNN source: schedule planning, runtime factories, CPU convolution kernels, the expr Module API, and the LLM engine riding on top.
- PaddleOCR: A Source Tour of the Multilingual OCR Toolkit
October 24, 2026Walk through the PaddleOCR source: DB text detection, CRNN-style recognition, the det-cls-rec flow, and the 3.x package restructure that reshaped the code.
- Segment Anything: A Source Tour of Meta's Promptable Vision Model
October 24, 2026Walk through the SAM source: the ViT image encoder with windowed attention, two-way transformer mask decoder, prompt embeddings, and the predictor flow.
- SentencePiece: A Source Tour of Google's Language-Agnostic Tokenizer
October 24, 2026Walk through the C++ source: the processor API, Viterbi unigram segmentation, BPE merges, normalization rules, and the trainer that Llama and T5 depend on.
- Stable Diffusion: A Source Tour of the Original Latent Diffusion Code
October 24, 2026Walk through the CompVis source: the latent diffusion objective, the DDIM sampler, the VAE autoencoder, cross-attention text conditioning, and the txt2img entry.
- timm: A Source Tour of PyTorch Image Models
October 24, 2026Walk through the timm source: the create_model registry and builder, VisionTransformer and ResNet implementations, DropPath, checkpoint remapping, and the training engine.
- YOLOv5: A Source Tour of Ultralytics' Real-Time Object Detector
October 24, 2026Walk through the YOLOv5 source: parse_model yaml assembly, the Detect anchor head, non-max suppression, DetectMultiBackend export loading, and the detect.py flow.
- BERT: A Source Tour of Google's Original Transformer Encoder
October 23, 2026Walk through the original BERT source: modeling.py's encoder stack, WordPiece tokenization, the Estimator training loops, and AdamWeightDecay optimization.
- coremltools: How Apple Compiles PyTorch Models Onto the Neural Engine
October 23, 2026A source tour of apple/coremltools: the conversion flow from PyTorch and TensorFlow into Core ML, the MIL intermediate representation, graph passes, and post-training quantization.
- DeepSpeed-MII: A Source Tour of Microsoft's Low-Latency Inference Library
October 23, 2026Walk through the DeepSpeed-MII source: model injection, load-time and kernel optimizations, and the multi-replica server that cuts serving cost.
- FastChat Source Tour: The Controller-Worker Mesh Behind Chatbot Arena
October 23, 2026A guided source tour of lm-sys/FastChat: conversation templates, the model adapter registry, the controller/worker serving mesh, the OpenAI-compatible API server, and vLLM acceleration.
- Flax Source Tour: Inside Linen, NNX, and the Functional Heart of JAX
October 23, 2026A source-level tour of Google's Flax: Linen modules and transforms, the newer NNX API, FrozenDict state, TrainState patterns, and how a JAX training loop fits...
- KerasHub Deep Dive: The Pretrained-Model Hub That Makes Keras 3 Feel Like a Model Zoo
October 23, 2026A source tour of KerasHub: Task and Backbone abstractions, the from_preset checkpoint registry, SentencePiece and byte-pair tokenizers, Gemma and Llama implementations, LoRA fine-tuning and true...
- TensorRT Model Optimizer: A Source Tour of NVIDIA's Model Compression Toolkit
October 23, 2026Walk through the ModelOpt source: INT8/FP8 PTQ and QAT flows, weight sparsity, pruning, and export paths into TensorRT and vLLM.
- TensorRT Source Tour: From ONNX Graph to Serialized CUDA Engine
October 23, 2026A guided source tour of NVIDIA/TensorRT: INetworkDefinition, IBuilder tactics and timing caches, the ONNX parser flow, the plugin registry, and engine serialization.
- TFLite Micro: How Neural Network Inference Fits in 256 KB Without malloc
October 23, 2026A source tour of TensorFlow Lite for Microcontrollers: zero-copy flatbuffer loading, the MicroInterpreter, static memory planning over a tensor arena, and portable versus CMSIS-NN optimized...
- PyTorch/XLA: Inside the Bridge from Eager PyTorch to TPU Hardware
October 23, 2026A source tour of torch_xla: lazy tensors, the C++ lowering layer, the PJRT runtime, SPMD sharding, and the Dynamo bridge that compiles PyTorch to XLA...
- OpenAI CLIP Source Tour: Inside the Dual Encoder That Learned to Match Images and Words
October 22, 2026A guided source tour of OpenAI CLIP: contrastive language-image pretraining, the ViT and text transformer dual encoder, the 49,408-entry BPE tokenizer, and zero-shot classification.
- gemma.cpp: Inside Google's Tiny C++ Inference Engine for Gemma Models
October 22, 2026A source tour of gemma.cpp: how its .sbs weight format, SIMD matmul kernels, tokenizer, and top-k sampling fit into a ~2K LoC C++ transformer engine....
- MaxText: Inside Google's JAX Blueprint for TPU-Scale LLM Training and Serving
October 22, 2026A source tour of Google's MaxText: the pyconfig config system, logical-axis sharding, the NNX training step, Orbax checkpointing, and the MaxEngine decode loop.
- NVIDIA NeMo: A Source Tour of the Typed-Module Architecture Behind Speech and Multimodal LLMs
October 22, 2026A source-level tour of NVIDIA NeMo: collections architecture, ModelPT and PyTorch Lightning training, the .nemo model registry and restore flow, NeuralType contracts, and export paths...
- open_clip: A Source Tour of the Maintained Open CLIP Implementation
October 22, 2026A source-level tour of mlfoundations/open_clip: the model factory, the pretrained-weight registry, the HuggingFace tokenizer bridge, and the distributed training flow with zero-shot evaluation.
- Optimum: How HuggingFace Routes Transformers Models to Every Accelerator
October 22, 2026A source tour of huggingface/optimum: the TasksManager task router, ExporterConfig, OptimizedModel.from_pretrained, GPTQ quantization, torch.fx rewrites and the optimum-* subpackage architecture.
- Inside TensorFlow 2: Eager Execution, tf.function Tracing, and the Grappler Machine
October 22, 2026A source tour of TensorFlow's session-less runtime: how eager ops execute through the TFE C API, how tf.function traces and caches concrete functions, and how...
- torchaudio Source Tour: TorchCodec I/O, Custom Autograd, and the C++/CUDA Kernels Behind Forced Alignment
October 22, 2026A guided tour of the pytorch/audio source tree: how torchaudio.load hands decoding to TorchCodec, how lfilter dispatches into libtorchaudio CPU/CUDA kernels, and where the maintenance-mode...
- torchvision Under the Hood: transforms v2 and the C++ Ops That Power Detection
October 22, 2026A source tour of torchvision: the transforms v2 engine, tv_tensors, and the NMS, RoIAlign, and deformable convolution C++/CUDA kernels behind detection models.
- XNNPACK Source Tour: The Microkernel Library Powering Mobile Inference
October 22, 2026A source-level tour of google/XNNPACK: the subgraph API, memory planner, weight packing, weights cache, and the CPU microkernels that make on-device inference fast.
- FasterTransformer Source Tour: The CUDA Kernel Lab Behind Modern LLM Serving
October 20, 2026A guided source tour of NVIDIA FasterTransformer's GPT serving stack: tensor-parallel layers, the masked multi-head attention kernel, custom allreduce, and the documented build path.
- JAX Source Tour: Tracing to Execution
October 20, 2026A guided walk through the JAX source tree: how jit traces Python into jaxprs, how autodiff and vmap ride the same tracer, and how MLIR,...
- Keras Source Tour: One API, Three Backends
October 20, 2026A guided walk through keras/src: the backend switch, the Layer and Operation bases, Functional DAGs, the fit loop, and the .keras v3 file format.
- MLX Source Tour: A NumPy-Shaped Array Library with a Unified Metal/CPU Backend
October 20, 2026Inside Apple's MLX: how ops build a computation graph, how every primitive promises eval_cpu and eval_gpu, how lazy evaluation and a per-stream scheduler interleave CPU...
- NCNN Source Tour: The Mobile-First C++ Inference Framework
October 20, 2026Inside Tencent's ncnn: the Net and Mat lifecycle, the ISA-layered layer registry, big.LITTLE threading, the Vulkan path, and the two-file model format.
- Outlines Source Tour: Compiling JSON Schemas into Logit Masks
October 20, 2026A guided walk through the dottxt-ai/outlines codebase: the Term DSL, outlines-core's Rust-backed Index and Vocabulary, pluggable constraint backends, and tensor-agnostic logit masking.
- PyTorch Source Tour: One Op Call from Python to the Caching Allocator
October 20, 2026Follow one tensor operation end to end through nn.Module, the C++ dispatcher, the autograd engine, CPU and CUDA kernels, and the CUDA caching allocator, with...
- Safetensors Source Tour: The Zero-Copy Weight Container
October 20, 2026How Hugging Face's safetensors stores model weights: an 8-byte header, validated JSON metadata, a no_std Rust core, and zero-copy mmap, pread and DLPack paths through...
- Tokenizers Source Tour: The Rust Engine Behind Every HF Tokenizer
October 20, 2026A line-verified source tour of huggingface/tokenizers on main: the workspace rewrite, the encode hot path, BPE, Unigram and WordPiece engines, bitcannon bitstream pre-tokenization, PyO3 bindings...
- TT-Metal Source Tour: Two Stacks on One RISC-V Accelerator
October 20, 2026How ttnn's Python tensor ops cross nanobind into C++, become tt-metalium Programs, and land on Tensix RISC-V cores through Tenstorrent's fast-dispatch firmware.
- Inside Microsoft's BitNet: Ternary Lookup-Table Kernels on CPU and CUDA
October 19, 2026A source tour of Microsoft's BitNet inference framework: how convert-hf-to-gguf-bitnet packs ternary weights, how codegen_tl2 emits AVX2 lookup-table GEMM kernels, and how a patched llama.cpp...
- Inference Rebuilt for Batching - The Ragged Engine of DeepSpeed Inference v2
October 19, 2026A second source tour of microsoft/DeepSpeed, this time through the inference half of the tree: the v2 engine factory and its put/query scheduling surface, the...
- From Export to Bare Metal - The .pte Path Through pytorch/executorch
October 19, 2026A source-level tour of pytorch/executorch along the whole life of a .pte file: the exir partitioners and memory-planning pass that pre-compute every tensor's address at...
- Inside the Seek Loop - Timestamps, Fallback, and Hallucination Guards in SYSTRAN/faster-whisper
October 19, 2026A second source tour of SYSTRAN/faster-whisper, this time inside the decoding mechanics: generate_segments' seek bookkeeping across VAD clips, generate_with_fallback's three failure tests, suppressed-token filtering, the...
- FlashInfer Source Tour: The Plan/Run Machine Behind Fast Attention
October 19, 2026A source tour of FlashInfer, the kernel library behind vLLM and SGLang: the plan/run wrapper contract, host-side split-KV scheduling, JIT-compiled decode and prefill kernels, paged...
- GGML Source Tour: The Tiny C Engine That Runs llama.cpp
October 19, 2026A guided walk through the ggml repository: the header that defines a compute vocabulary, the graph allocator, the device scheduler, the CPU backend where quantization...
- IREE Source Tour: One MLIR Compiler Stack From PyTorch Graph to Every Device
October 19, 2026A guided walk through IREE: the four-dialect MLIR pyramid (Flow, Stream, HAL, VM), the HAL seam between compile time and runtime, drivers for CPU and...
- KTransformers Source Tour: How kt-kernel Runs Giant MoE Models on CPU Plus GPU
October 19, 2026A guided walk through the kt-kernel source tree: AMX and AVX2 expert kernels, Quest-style sparse attention, a NUMA worker pool, and the CUDA helpers that...
- Inside TurboMind: The C++ Engine Core of InternLM/lmdeploy
October 19, 2026A second source tour of InternLM/lmdeploy, this time inside the TurboMind C++ core: the Gateway that ships requests across the pybind boundary, the Engine's internal...
- MIGraphX Source Tour: The AMD Graph Compiler That Turns ONNX Into HIP Kernels
October 19, 2026A guided walk through AMD's MIGraphX compiler: the ONNX frontend, the program/module IR, the pass machinery, and the five-stage GPU codegen that ends in MIOpen,...
- Engine Actions and the Token Treadmill - The C++ Serve Core of mlc-ai/mlc-llm
October 19, 2026A second source tour of mlc-ai/mlc-llm, this time inside the C++ serve core: the ThreadedEngine's two background loops, EngineImpl's step dispatcher, the EngineAction family from...
- ONNX Source Tour: The Four Protobuf Messages Underneath Every Inference Stack
October 19, 2026A guided walk through the onnx repository: the protobuf spec, the C++ schema registry and checker, the Python authoring helpers, a pure-NumPy reference runtime, and...
- From Run() to Buffers - The ONNX Runtime Execution Machinery
October 19, 2026A second source tour of microsoft/onnxruntime focused on what happens after you call Run: ExecuteThePlan's stream-based walk, the StreamExecutionContext that sequence-checks node launches, DeviceStreamCollection and...
- ONNX Runtime GenAI Source Tour: One C++ Core Wearing Two Hats
October 19, 2026A guided walk through the microsoft/onnxruntime-genai repository: the C and Python bindings, the model layer that wraps ONNX Runtime sessions, the Generators loop with greedy...
- Petals Source Tour: Serving One Giant Model Across a Swarm of Volunteer GPUs
October 19, 2026A guided walk through the petals repository: the client that treats remote servers as PyTorch layers, the routing layer that keeps a live map of...
- The Quiet Workhorse of RAG - Inside huggingface/text-embeddings-inference
October 19, 2026A source tour of huggingface/text-embeddings-inference: the axum router that speaks five API dialects at once, the core runtime where a tokenization worker pool feeds a...
- TorchServe Source Tour: A JVM Frontend Driving Python Workers Over a Socket Protocol
October 19, 2026A guided walk through the pytorch/serve repository: the Netty and gRPC entry points, the model manager and .mar archive, the workload manager that forks Python...
- From Python Call to cuLaunchKernelEx - The Triton Launch Path
October 19, 2026A second source tour of openai/triton focused on what happens when you actually call a kernel: the per-device binder and kernel cache in JITFunction.run, CompiledKernel's...
- NVIDIA Triton Inference Server Source Tour: One Binary, Many Frontends
October 19, 2026A source tour of NVIDIA's Triton Inference Server: how main.cc bootstraps the C API server, how the HTTP and gRPC frontends route requests, the shared...
- After the Compiler Finishes - The Relax Virtual Machine Runtime of apache/tvm
October 19, 2026A second source tour of apache/tvm, this time on the execution side: relax.build's three-stage flow, the four-opcode bytecode, the sectioned VMExecutable format, VirtualMachineImpl's RunLoop, the...
- The Recipe Book Behind Zephyr and SmolLM3 - Inside huggingface/alignment-handbook
October 17, 2026A source tour of the Alignment Handbook: a thin TRL wrapper, the dataset mixture API, the Zephyr-7B-beta two-stage recipe, SmolLM3's 26-corpus blend, and the release...
- One YAML, Every Fine-Tune - Inside axolotl-ai-cloud/axolotl
October 17, 2026A source tour of axolotl, the configuration-driven fine-tuning framework: pydantic config validation, prompt strategies, multipack bin-packing, FSDP2 QLoRA patches, plugin integrations, and GRPO trainers.
- Your Language Model Is Secretly a Reward Model - Inside eric-mitchell/direct-preference-optimization
October 17, 2026A source tour of the DPO reference implementation: three preference dataset loaders, the concatenated log-probability trick, DPO/IPO/cDPO losses in one 40-line function, and trainer classes...
- Xinference: Where Models Live - A Second Tour of xorbitsai/inference
October 17, 2026A second source-code tour of Xinference focused on placement: the supervisor's replica-config validation, the idle-first launch strategy over GPU allocation snapshots, the worker's device reservation...
- The Traffic Cop of the AI Gateway - The Router Inside BerriAI/litellm
October 17, 2026A source tour of the LiteLLM Router: latency and least-busy strategy selectors, the cooldown cache, the retry and fallback layers, and the 21,000-line FastAPI proxy...
- 100+ Models, One Command - Inside hiyouga/LLaMA-Factory
October 17, 2026A source tour of LLaMA-Factory, the unified fine-tuning factory: a 2686-line chat template registry, multimodal plugins, stage dispatch from pretraining to PPO, and a v1...
- The Memory Core - Inside ggml-org/llama.cpp's KV Cache Redesign
October 17, 2026A second source tour of llama.cpp, now under ggml-org: the unified llama_memory interface, the KV cache find-slot machinery, SWA and hybrid and recurrent backends, batch...
- The Ruler Every LLM Paper Trusts - Inside EleutherAI/lm-evaluation-harness
October 17, 2026A source tour of the EleutherAI evaluation harness: one YAML-driven ConfigurableTask format, a plugin registry of model backends from Hugging Face to vLLM to llama.cpp,...
- Five Calls from Data to Fine-Tuned Model - Inside OptimalScale/LMFlow
October 17, 2026A source tour of LMFlow: dataclass arguments, model mixins, DPO, DPOv2, RAFT and iterative-DPO aligners, LISA layer freezing, a 22-optimizer zoo, and speculative decoding.
- LocalAI: One Binary, Many Engines - A Source Tour of mudler/LocalAI
October 17, 2026A source-code tour of LocalAI as a gRPC backend multiplexer: the OpenAI-compatible API layer, the process-supervising ModelLoader with failure cooldown and LRU eviction, the watchdog...
- One Framework from Tuning to Deployment - Inside modelscope/ms-swift
October 17, 2026A source tour of ms-swift: a TrainerFactory that composes mixins into trainers, a 2500-line Template engine for chat and multimodal encoding, ten adapter types behind...
- The Landlord of Your VRAM - The Scheduler Inside ollama/ollama
October 17, 2026A source tour of Ollama's model scheduler: the pending-request loop, VRAM placement across multiple GPUs, pre-flight fit checks, OOM eviction and retry, keep-alive timers, and...
- Ray, vLLM, and One Controller - Inside OpenRLHF/OpenRLHF
October 17, 2026A source tour of OpenRLHF: a single-controller design over Ray actors, vLLM rollout engines kept in sync with the policy, an Experience dataclass flowing between...
- OpenVINO: From Core to InferRequest - Inside openvinotoolkit/openvino
October 17, 2026A source tour of OpenVINO focused on the journey from ov::Core to a running InferRequest: the plugin registry and compile_model dispatch, the hash-keyed model cache,...
- The Admission Decision: A Third Tour of sgl-project/sglang
October 17, 2026A deeper source-code tour of SGLang focused on the moment a waiting request becomes GPU work: cache-aware queue policies that sort by shared prefix, the...
- The 52K Recipe That Started a Thousand Fine-Tunes - Inside tatsu-lab/stanford_alpaca
October 17, 2026A source tour of Stanford Alpaca: batch self-instruct data generation, the 222-line fine-tuning script, FSDP and DeepSpeed recipes, and the weight-diff release trick.
- TensorRT-LLM: Many Processes, One Engine - Inside the Executor Lattice
October 17, 2026A second source tour of NVIDIA/TensorRT-LLM focused on the process architecture rather than the kernels: the proxy that spawns MPI workers, the zmq lanes that...
- The Scheduler Moved to Rust: A Second Tour of huggingface/text-generation-inference
October 17, 2026A deeper source-code tour of TGI's v3 architecture, where continuous batching, KV block allocation, and a radix-tree prefix cache all live in the Rust router...
- Monkey-Patch Your Way to 2x Training - Inside unslothai/unsloth
October 17, 2026A source tour of unsloth, the patch-first training accelerator: a loader that dispatches to per-architecture fast paths, hand-written Triton kernels for RMSNorm and RoPE, TRL...
- vLLM: Speculative Drafts and Grammar Gates - A Second Tour of vllm-project/vllm
October 17, 2026A deeper source-code tour of vLLM focused on the systems that ride on top of the serving loop: the speculative decoding stack with n-gram, EAGLE,...
- Five Lines to Any Hardware - Inside huggingface/accelerate
October 16, 2026A source-level tour of huggingface/accelerate: how one 3738-line Accelerator class, three state singletons, and a hook system for device placement turn a raw PyTorch training...
- From Float32 to Four Bits - Inside pytorch/ao
October 16, 2026A source-level tour of pytorch/ao: how quantize_ and AOBaseConfig swap linear weights for Int4, NF4, and Float8 tensor subclasses, with QAT prepare and convert steps,...
- One Booster, Every Parallelism - Inside hpcaitech/ColossalAI
October 16, 2026A source-level tour of hpcaitech/ColossalAI: how the Booster facade, a plugin family spanning 3D parallelism and ZeRO, chunk-based Gemini memory, and the Shardformer make large...
- The Runtime That Made Serving Transformers Cheap - Inside OpenNMT/CTranslate2
October 16, 2026A source-level tour of OpenNMT/CTranslate2: the optimized model format, the converter suite, replica pools and beam search decoding, per-device op dispatch, the int8 CPU kernel...
- The Template Cathedral of GEMM - Inside NVIDIA/cutlass
October 16, 2026A source-level tour of NVIDIA/cutlass: how CuTe layouts and tensors compose into MMA atoms, the warp-specialized SM90, SM100, and SM107 kernel layer, the GemmUniversalAdapter, the...
- The Vector Search Engine Under the Databases - Inside rapidsai/cuvs
October 16, 2026A source-level tour of rapidsai/cuvs: the CAGRA graph index with its Augmented Core Extraction builds, the IVF family from flat lists to nine-bit RaBitQ codebooks,...
- The Library That Indexes Billions - Inside facebookresearch/faiss
October 16, 2026A source-level tour of facebookresearch/faiss: how the Index contract, the index factory recipe parser, IVF and HNSW structures, quantizer codecs, handwritten CUDA kernels, and SWIG...
- The Kernel That Rewrote Attention - Inside Dao-AILab/flash-attention
October 16, 2026A source-level tour of Dao-AILab/flash-attention: how the flash_attn Python API binds to the mha_fwd C++ entry, the generated SM80 kernel grid, the TMA warp-specialized Hopper...
- 20 LLMs, One Readable Codebase - Inside Lightning-AI/litgpt
October 16, 2026A source tour of Lightning-AI/litgpt, the from-scratch collection of 20+ LLM implementations with pretrain, finetune, LoRA, speculative decoding, and serving workflows built on Lightning Fabric....
- The Compressor That Feeds vLLM - Inside vllm-project/llm-compressor
October 16, 2026A source tour of vllm-project/llm-compressor, the quantization workbench that turns Hugging Face checkpoints into compressed-tensors models for vLLM, with GPTQ, AWQ, SmoothQuant, SpinQuant, and FP4...
- The Scan That Outgrew the Paper - Inside state-spaces/mamba
October 16, 2026A source-level tour of state-spaces/mamba: how the selective scan op, the Mamba, Mamba-2, and Mamba-3 blocks, handwritten CUDA kernels, and Triton SSD kernels fit together...
- One API, Twenty-Five Accelerators - Inside microsoft/onnxruntime
October 16, 2026A source-level tour of microsoft/onnxruntime: the versioned OrtApi C surface, the InferenceSession execution engine, graph fusion transformers, the MLAS CPU kernel zoo, the CUDA provider...
- Train 0.19 Percent of the Model - Inside huggingface/peft
October 16, 2026A source-level tour of huggingface/peft: how 46 adapter methods, a 3242-line PeftModel shell, and per-layer LoRA scaling math let you fine-tune a 3B-parameter LLM by...
- Your Science, Their Engineering - Inside Lightning-AI/pytorch-lightning
October 16, 2026A source-level tour of Lightning-AI/pytorch-lightning: how the Trainer facade, the LightningModule contract, the loop engine, and a Strategy family from DDP to DeepSpeed turn raw...
- One Framework, Four Kinds of Retrieval - Inside UKPLab/sentence-transformers
October 16, 2026A source-level tour of UKPLab/sentence-transformers: how SentenceTransformer, CrossEncoder, SparseEncoder, and MultiVectorEncoder share one BaseModel of composable modules, one HF Trainer bridge, and one set of...
- The Clean-Room Trainer That Scales Llama to 512 GPUs - Inside pytorch/torchtitan
October 16, 2026A source tour of pytorch/torchtitan, the PyTorch-native platform that composes FSDP2, tensor, stage, context, and expert parallelism through DeviceMesh while keeping model code untouched.
- Post-Training, the PyTorch Way - Inside pytorch/torchtune
October 16, 2026A source-level tour of pytorch/torchtune: how YAML configs become recipes, how recipes compose from-scratch transformers and LoRA adapters, and how the training utilities carry everything...
- FP8 Without Rewriting Your Stack - Inside NVIDIA/TransformerEngine
October 16, 2026A source-level tour of NVIDIA/TransformerEngine: how recipes, an autocast region manager, a family of quantized tensors, fused modules from Linear to TransformerLayer, and expert-parallel MoE...
- A Python Compiler for the GPU - Inside openai/triton
October 16, 2026A source-level tour of openai/triton: how the jit decorator and tl builtins become Python AST, then TTIR, then MLIR dialects, then PTX or GCN, with...
- The Machine Learning Compiler That Speaks Python - Inside apache/tvm
October 16, 2026A source-level tour of apache/tvm: the Relax graph IR and BlockBuilder, fifty-six C++ transform passes, library dispatch to cuBLAS, CUTLASS, and FlashInfer, the schedulable TensorIR...
- The Engine That Sharded BLOOM - Inside microsoft/DeepSpeed
October 15, 2026A guided tour of the DeepSpeed training engine: ZeRO stages one through three, the DeepSpeedEngine forward-backward-step loop, pipe parallelism, the multi-node launcher, and the accelerator...
- The Toolbox Behind Every Diffusion Model - Inside huggingface/diffusers
October 15, 2026How diffusers structures 85 model families around swappable denoising schedulers, attention processors, LoRA loading, and runtime acceleration hooks.
- The Config-Driven Engine Behind SDXL - Inside Stability-AI/generative-models
October 15, 2026How Stability AI's generative-models repository wires SDXL, video diffusion, and 4D synthesis from YAML: an instantiate_from_config kernel, a sigma-space denoiser framework, and one conditioner for...
- The Training Rig Behind Pythia - Inside EleutherAI/gpt-neox
October 15, 2026A guided tour of the GPT-NeoX training library: the deepy launcher, NeoXArgs configuration merging, Megatron-style sharded layers, pipe-parallel model wiring, the mmap data flow, and...
- Node Graphs for Professional Image Work - Inside invoke-ai/InvokeAI
October 15, 2026How InvokeAI pairs a React canvas with a typed node-graph execution engine, a VRAM-aware model cache, and per-architecture invocation families from Flux to Wan video....
- The Executable That Is Also a Zip of Weights - Inside Mozilla-Ocho/llamafile
October 15, 2026How llamafile fuses llama.cpp with Cosmopolitan Libc into one double-clickable file: a zip central directory hiding inside an ELF header, TinyBLAS CPU kernels, and a...
- One Token That Unlocks the Image - Inside haotian-liu/LLaVA
October 15, 2026How LLaVA turns a frozen CLIP and a frozen Vicuna into a multimodal chat model with a two-layer MLP, a -200 token index, and a...
- A Neural Network With Nowhere to Hide - Inside karpathy/llm.c
October 15, 2026How llm.c trains GPT-2 in pure C and CUDA with no framework underneath, pairs every line with a PyTorch oracle, and documents each kernel from...
- Two Engines, One Server - Inside InternLM/lmdeploy
October 15, 2026How lmdeploy pairs a pure-PyTorch engine with a hand-tuned C++ and CUDA TurboMind core behind a single OpenAI-compatible serving layer.
- The 13-File Transformer - Inside mistralai/mistral-inference
October 15, 2026How Mistral's archived reference implementation packs a complete transformer, mixture-of-experts, Mamba, vision, and LoRA support into a handful of readable Python files.
- One Model, Every Device - Inside mlc-ai/mlc-llm
October 15, 2026How mlc-llm uses machine learning compilation to turn Llama, Qwen, and DeepSeek checkpoints into optimized artifacts that run on GPUs, phones, and browsers.
- The 300-Line GPT Classroom - Inside karpathy/nanoGPT
October 15, 2026A source-level tour of karpathy/nanoGPT: how a 330-line model.py and a 336-line train.py reproduce GPT-2 124M, teach flash attention, weight tying, and honest MFU accounting....
- One Binary Between You and the Weights - Inside ollama/ollama
October 15, 2026How a single Go binary turns GGUF blobs into a local model server: a Gin router speaking OpenAI and Anthropic wire formats, a VRAM-aware scheduler,...
- The Machine-Written SDK - Inside openai/openai-python
October 15, 2026A guided tour of the OpenAI Python library: the Castiron generator, the OpenAI and AsyncOpenAI clients, retry and idempotency machinery in the transport core, pydantic...
- The Serving Engine Named After Its Cache - Inside sgl-project/sglang
October 15, 2026How SGLang turns a radix tree over prompts into raw throughput: a 5,599-line scheduler, cache-aware policies, speculative engines, and a Rust gateway, all reading like...
- The App That Democratized AI Images - Inside AUTOMATIC1111/stable-diffusion-webui
October 15, 2026How the famous Gradio web UI organizes prompt parsing, checkpoint hijacking, samplers, extensions, and an HTTP API into the most forked image-generation app on GitHub....
- The Server That Powered Hugging Chat - Inside huggingface/text-generation-inference
October 15, 2026A source-code tour of Text Generation Inference, the Rust and Python serving stack behind Hugging Chat: the launcher that shards GPUs, the Axum router with...
- The Smallest Load-Bearing Code in AI - Inside openai/tiktoken
October 15, 2026How tiktoken pairs a 628-line Rust BPE engine with a thin Python API, hash-checked vocabulary downloads, and a namespace-package registry to count tokens for every...
- A Deep Learning Stack That Fits in Your Head - Inside tinygrad/tinygrad
October 15, 2026A guided tour of the tinygrad deep learning framework: the lazy Tensor facade, the UOp intermediate representation, the schedule and codegen passes, TinyJit capture and...
- One Command to a Serving Cluster - Inside xorbitsai/inference
October 15, 2026How Xinference turns a single pip install into an actor-based cluster that serves LLMs, speech, vision, embeddings, and rerank behind one OpenAI-compatible REST surface.
- Google ADK: Workflow Agents That Never Call the Model - Inside google/adk-python
October 14, 2026A source-level tour of google/adk-python: the Agent Development Kit where Sequential, Parallel and Loop agents compose sub-agents deterministically, a processor-chain flow assembles every model request,...
- Claude Code: The Open Surface of a Closed Binary - Inside anthropics/claude-code
October 14, 2026A source-level tour of anthropics/claude-code: the repository behind the closed-source terminal agent, where four built-in mods ship their TypeScript hook modules in the open, thirteen...
- The Node Graph That Runs Any Diffusion Model - Inside comfyanonymous/ComfyUI
October 14, 2026A guided tour of the ComfyUI source tree: the aiohttp server, cache-aware graph execution, the node registry, VRAM-aware model management, model patching, and the sampler...
- Turn Your Desk Into an AI Cluster - Inside exo-explore/exo
October 14, 2026A guided tour of the exo-explore/exo source tree: how automatic discovery, master election, topology-aware placement, and tensor parallelism run frontier models across ordinary machines.
- Your AI Second Brain, Self-Hosted - Inside khoj-ai/khoj
October 14, 2026A guided tour of the khoj-ai/khoj source tree: Django server, multi-format content ingestion, semantic search with inline filters, multi-provider chat, deep research, and computer-use operators....
- MarkItDown: Twenty-Five Converters Behind One MCP Tool - Inside microsoft/markitdown
October 14, 2026A source-level tour of microsoft/markitdown: the file-to-markdown engine behind countless LLM ingestion flows, its accepts-convert converter contract across PDF, Office, web and media formats, the...
- OpenAI Agents SDK: The Run Loop Beneath the Handoffs - Inside openai/openai-agents-python
October 14, 2026A source-level tour of openai/openai-agents-python: the Agent dataclass, the run loop decomposed into turn resolution and tool execution, resumable run state with approvals, the Model...
- MCP Reference Servers: The Seven That Defined the Protocol's Manners - Inside modelcontextprotocol/servers
October 14, 2026A source-level tour of modelcontextprotocol/servers: the seven official reference servers that taught the ecosystem what an MCP server should be - a symlink-aware filesystem server...
- How an LLM Writes Wikipedia Articles With Citations - Inside stanford-oval/storm
October 14, 2026A guided tour of the stanford-oval/storm source tree: perspective-guided question asking, simulated expert interviews, outline drafting, cited article generation, and the collaborative Co-STORM discourse engine....
- The Post-Training Assembly Line - Inside huggingface/trl
October 14, 2026A guided tour of Hugging Face TRL's source: SFT, DPO, KTO, GRPO and reward trainers on one shared chassis, with fused LM-head kernels and vLLM...
- Coqui TTS: The Voice Zoo That Refused to Die - Inside idiap/coqui-ai-TTS
October 13, 2026A source-level tour of idiap/coqui-ai-TTS: the TTS class and Synthesizer, the model manager that downloads pretrained checkpoints, XTTSv2 with its GPT core and discrete VAE...
- Fish Speech: A Language Model That Speaks in Audio Tokens - Inside fishaudio/fish-speech
October 13, 2026A source-level tour of fishaudio/fish-speech: the Dual-AR transformer with slow and fast codebooks, the modified DAC codec with residual vector quantization, the inference engine and...
- Gradio: The Python Function That Became a Web App - Inside gradio-app/gradio
October 13, 2026A source-level tour of gradio-app/gradio: Interface and the Blocks layout engine, the component preprocess-postprocess contract, the FastAPI route layer with SSE streaming, the event queue,...
- OpenManus: An Open General Agent, Built in Hours - Inside FoundationAgents/OpenManus
October 13, 2026A source-level tour of FoundationAgents/OpenManus: the ReAct agent hierarchy from BaseAgent through Manus, the multi-provider LLM client, the bundled tool belt from persistent Bash to...
- RAGFlow: Deep Document Understanding, Now in Go - Inside infiniflow/ragflow
October 13, 2026A source-level tour of infiniflow/ragflow: the Go rewrite with its ONNX-powered DeepDoc OCR stack, the ingestion service that queues and tracks document tasks, delimiter-aware chunking,...
- SWE-agent: The Agent That Fixes Real GitHub Issues - Inside SWE-agent/SWE-agent
October 13, 2026A source-level tour of SWE-agent/SWE-agent: the ReLoop agent loop, the LM API layer with retries and cost tracking, history processors that fight context bloat, the...
- TensorRT-LLM: Two Engines, One API - Inside NVIDIA/TensorRT-LLM
October 13, 2026A source-level tour of NVIDIA/TensorRT-LLM: the LLM facade and its six-thousand-line config, the Python Executor bindings, the Torch-native execution path with attention backends and CUDA...
- Transformers: The Library That Standardized AI - Inside huggingface/transformers
October 13, 2026A source-level tour of huggingface/transformers: PreTrainedModel and the from_pretrained machinery, the auto-mapping tables for 524 architectures, GenerationMixin with its KV caches and speculative decoding, the...
- Weaviate: The Vector Database Built Like a Database - Inside weaviate/weaviate
October 13, 2026A source-level tour of weaviate/weaviate, the vector database written in Go: the LSM key-value store with memtables and compaction, the HNSW graph with commit logging...
- whisper.cpp: Speech Recognition on Anything - Inside ggml-org/whisper.cpp
October 13, 2026A source-level tour of ggml-org/whisper.cpp: the C API and whisper_full loop, mel spectrograms and the encoder-decoder, greedy and beam-search decoding with grammar constraints, Silero VAD,...
- CAMEL: Finding the Scaling Laws of Agents - Inside camel-ai/camel
October 12, 2026A source-level tour of camel-ai/camel, the multi-agent framework behind the search for the scaling laws of agents: the five-thousand-line ChatAgent, role-playing societies, the Workforce with...
- Chainlit: Python Chat UIs in Minutes - Inside Chainlit/chainlit
October 12, 2026A source-level tour of Chainlit/chainlit, the framework for production conversational AI apps: the cl module of decorators and primitives, the FastAPI server with OAuth and...
- Faster Whisper: The Same Model, Four Times the Speed - Inside SYSTRAN/faster-whisper
October 12, 2026A source-level tour of SYSTRAN/faster-whisper, the CTranslate2 reimplementation of OpenAI's Whisper: the WhisperModel class and its lazy segment generator, batched inference for an order-of-magnitude speedup,...
- LanceDB: The Embedded Multimodal Lakehouse - Inside lancedb/lancedb
October 12, 2026A source-level tour of lancedb/lancedb, the serverless vector database built on the Lance columnar format: one Rust core behind Python and Node bindings, the five-thousand-line...
- llama.cpp: LLM Inference on Anything - Inside ggml-org/llama.cpp
October 12, 2026A source-level tour of ggml-org/llama.cpp, the C/C++ engine behind local LLM inference: the ggml tensor library, the compute graph builder, pluggable KV cache and recurrent...
- Milvus: Vector Search at Billion Scale - Inside milvus-io/milvus
October 12, 2026A source-level tour of milvus-io/milvus, the distributed vector database written in Go and C++: the proxy gateway with its typed task machinery, RootCoord and the...
- Pydantic AI: Typed Agents for Every Model - Inside pydantic/pydantic-ai
October 12, 2026A source-level tour of pydantic/pydantic-ai, the typed Python AI SDK: the Agent class and its graph-driven run loop, composable toolsets and the capability protocol, twenty-plus...
- Skyvern: LLM Agents That Drive the Browser - Inside skyvern-ai/skyvern
October 12, 2026A source-level tour of skyvern-ai/skyvern, the AGPL browser-automation agent platform: the Skyvern SDK with page.act and page.extract, the eleven-thousand-line ForgeAgent step loop, the task v3...
- Streamlit: The Script That Became an App - Inside streamlit/streamlit
October 12, 2026A source-level tour of streamlit/streamlit, the framework that turns Python scripts into web apps: the ScriptRunner that reruns top-to-bottom, the delta generator behind every st.*...
- Whisper: One Model for Every Voice - Inside openai/whisper
October 12, 2026A source-level tour of openai/whisper, the general-purpose speech recognition model: the compact encoder-decoder Transformer, ffmpeg audio loading into log-Mel spectrograms, greedy and beam decoding with...
- Chroma: The Embedded Vector Database for AI Apps - Inside chroma-core/chroma
October 11, 2026A source-level tour of chroma-core/chroma, the open-source embedding database: the four-function API, the Python embedded engine with SQLite metadata and HNSW segments, the Rust distributed...
- Haystack 3: Orchestration for Production RAG and Agents - Inside deepset-ai/haystack
October 11, 2026A source-level tour of deepset-ai/haystack, the open-source AI orchestration framework: the typed graph engine, the Agent component with tool-calling loops and lifecycle hooks, the component...
- LangGraph: Pregel for Agents - Inside langchain-ai/langgraph
October 11, 2026A source-code tour of LangGraph, the MIT-licensed orchestration framework: the StateGraph builder, the Pregel superstep engine with its loop and applier modules, channels as the...
- Letta Code: Agents That Rewrite Their Own Memory - Inside letta-ai/letta-code
October 11, 2026A source-level tour of letta-ai/letta-code, the TypeScript agent harness where agents hold memory, identity, and skills they can rewrite themselves: the Ink CLI, cloud and...
- LiteLLM: One Gateway for a Hundred LLM Providers - Inside BerriAI/litellm
October 11, 2026A source-code tour of LiteLLM, the MIT-licensed AI gateway: the FastAPI proxy with virtual keys and spend tracking, the user_api_key_auth gate, the Router with latency-aware...
- Mem0: The Memory Layer That Gives Agents Recall - Inside mem0ai/mem0
October 11, 2026A source-level tour of mem0ai/mem0, the open-source memory layer for personalized AI: the Memory engine's add and search flow, single-pass fact extraction, hybrid multi-signal retrieval,...
- Open WebUI: A Self-Hosted Home for AI - Inside open-webui/open-webui
October 11, 2026A source-level tour of open-webui/open-webui, the self-hosted AI platform: the SvelteKit chat frontend, the FastAPI backend with Ollama and OpenAI-compatible routers, the chat middleware, plugin...
- Qdrant: A Vector Database Written in Rust - Inside qdrant/qdrant
October 11, 2026A source-level tour of qdrant/qdrant, the Rust vector search engine: the Actix REST and Tonic gRPC layers, Raft-replicated collection management, the shard and segment crates,...
- SGLang: RadixAttention and Cache-Aware Serving - Inside sgl-project/sglang
October 11, 2026A source-code tour of SGLang, the LMSYS-hosted serving framework: the FastAPI HTTP front-end, the TokenizerManager and Scheduler processes, the RadixAttention prefix tree, cache-aware scheduling policies,...
- vLLM: PagedAttention and Continuous Batching at Web Scale - Inside vllm-project/vllm
October 11, 2026A source-code tour of vLLM, the high-throughput LLM serving engine: the AsyncLLM front-end, the EngineCore process with its continuous batching scheduler, PagedAttention block management, multiprocess...
- Agno: One Library for Building and Running Agent Platforms - Inside agno-agi/agno
October 10, 2026A source-code tour of Agno, the full-stack agent framework: the Agent class and its run loop, fifty-five model adapters behind one abstract base, a FastAPI-based...
- AnythingLLM: Your Private ChatGPT in a Box - Inside Mintplex-Labs/anything-llm
October 10, 2026A source-code tour of AnythingLLM, the all-in-one AI application: an Express API server with multi-user workspaces, the aibitat agent runtime with skill plugins, forty LLM...
- Browser Use: Teaching LLMs to Drive the Web - Inside browser-use/browser-use
October 10, 2026A source-code tour of Browser Use, the open-source browser agent: the Agent loop that plans and acts in 500-step sessions, an event-driven BrowserSession wired to...
- Knuth-Plass Type and Print-Grade PDF - Inside storytold/designcraft
October 10, 2026A source tour of storytold/designcraft: how a pure-Rust clean-room reimplementation of InDesign gets a Knuth-Plass paragraph composer, IDML interchange, spot-colour PDF/A export and an MCP...
- DSPy: Programming, Not Prompting, Your Language Models - Inside stanfordnlp/dspy
October 10, 2026A source-code tour of DSPy, Stanford's framework for programming rather than prompting language models: typed Signatures, the Module metaclass, the Predict family from ChainOfThought to...
- EffectCraft: 306 Effects and Zero FFmpeg - Inside storytold/effectcraft
October 10, 2026A source tour of storytold/effectcraft: how a nine-day-old pure-Rust clean-room reimplementation of After Effects ships 306 effects, a wgpu compositor, deterministic JavaScript expressions and an...
- FilmCraft: Premiere Pro Without FFmpeg - Inside storytold/filmcraft
October 10, 2026A source-code tour of FilmCraft, the open-source clean-room reimplementation of Adobe Premiere Pro in pure Rust: 650+ engine commands over a copy-on-write project model, edit...
- GPT Pilot: The Agent Team That Built Apps Step by Step - Inside Pythagora-io/gpt-pilot
October 10, 2026A source-code tour of GPT Pilot, the pioneering codegen agent project: an orchestrator driving eleven role-playing agents from specification to deployment, a conversation layer with...
- GraphRAG: When Your RAG Needs a Map - Inside microsoft/graphrag
October 10, 2026A source-code tour of GraphRAG, Microsoft Research's graph-based retrieval-augmented generation system: the monorepo of LLM, storage, vectors, cache, input, and chunking packages, the workflow runner...
- Jan: Rebuilding a Local ChatGPT Replacement on Tauri - Inside janhq/jan
October 10, 2026A source-code tour of Jan, the open-source ChatGPT replacement, as rebuilt on Tauri: the React web-app frontend, the @janhq/core browser API and extension system, the...
- Langfuse: LLM Observability Built on ClickHouse - Inside langfuse/langfuse
October 10, 2026A source-code tour of Langfuse, the open source LLM engineering platform: the Next.js web app with ninety feature folders, the Fern-specified public API, OpenTelemetry ingestion,...
- LightCraft: A Lightroom Rebuilt in Pure Rust - Inside storytold/lightcraft
October 10, 2026A source-code tour of LightCraft, the open-source clean-room reimplementation of Adobe Lightroom in pure Rust: a catalog that only changes through journaled operations, a five-stage...
- MetaGPT: A Software Company of LLM Agents in One Line - Inside geekan/MetaGPT
October 10, 2026A source-code tour of MetaGPT, the multi-agent framework that models an LLM team as a software company: Team and the shared message Environment, the Role...
- PdfCraft: An Acrobat Rebuilt From ISO 32000 - Inside storytold/pdfcraft
October 10, 2026A source-code tour of PdfCraft, the open-source clean-room reimplementation of Adobe Acrobat in pure Rust: a COS object layer with copy-on-write overlays and incremental saves...
- PhotoCraft: Photoshop Reborn in Pure Rust - Inside storytold/photocraft
October 10, 2026A source-code tour of PhotoCraft, the open-source clean-room reimplementation of Adobe Photoshop in pure Rust: a command facade where every action has a stable id,...
- Semantic Kernel: The Kernel That Ran Enterprise AI Agents - Inside microsoft/semantic-kernel
October 10, 2026A source-code tour of Semantic Kernel, Microsoft's tri-language agent SDK: the Kernel and its four extension mixins, KernelFunction and the plugin registry, three prompt template...
- VectorCraft: Exact Curve Booleans and 27 ms Renders - Inside storytold/vectorcraft
October 10, 2026A source tour of storytold/vectorcraft: how a pure-Rust clean-room reimplementation of Illustrator gets exact path booleans, 20,000 shapes at 27 ms, journaled commands and an...
- AutoGen: The Multi-Agent Framework That Taught Agents to Talk - Inside microsoft/autogen
October 09, 2026A source-code tour of AutoGen, the MIT-licensed multi-agent framework from Microsoft: the event-driven agent runtime, AssistantAgent and group chat teams, the ChatCompletionClient abstraction, MCP tool...
- CrewAI: Role-Playing Agent Teams as a Framework - Inside crewAIInc/crewAI
October 09, 2026A source-code tour of CrewAI, the MIT-licensed multi-agent framework: the Crew, Agent, and Task trinity, sequential and hierarchical processes, the execution engine and agent executors,...
- Dify: The LLM App Platform Where Workflows Meet Production - Inside langgenius/dify
October 09, 2026A source-code tour of Dify, the open-source LLM app development platform: the Next.js console, the Python API with its controller and service layers, the app...
- Flowise: Building the Visual Agent Factory - Inside FlowiseAI/Flowise
October 09, 2026A source-code tour of Flowise, the TypeScript drag-and-drop builder for AI agents: the Express App bootstrap sequence, the NodesPool dynamic component registry, three execution engines...
- gpt-engineer: The OG Code Generation Platform - Inside gpt-engineer-org/gpt-engineer
October 09, 2026A source-code tour of gpt-engineer, the MIT-licensed natural-language-to-codebase tool: the gpte CLI, CliAgent and SimpleAgent, the AI model layer, composable generation steps, chat-to-files parsing, improve...
- LangChain: The Agent Engineering Platform From the Inside - Inside langchain-ai/langchain
October 09, 2026A source-code tour of LangChain, the MIT-licensed framework for LLM applications: the Runnable composition core, message and chat model abstractions, the v1 create_agent runtime with...
- LlamaIndex: The Data Framework That Taught LLMs to Read Your Files - Inside run-llama/llama_index
October 09, 2026A source-code tour of LlamaIndex, the MIT-licensed data framework for LLM applications: readers and node parsers, the ingestion stage, StorageContext, vector store and index abstractions,...
- Open Interpreter: Reborn as a Rust Coding Agent for Cheap Models - Inside openinterpreter/open-interpreter
October 09, 2026A source-code tour of Open Interpreter's new Rust incarnation, a fork of OpenAI's Codex optimized for low-cost models: harness emulation, the Codex exec protocol and...
- Ollama: How the Local Model Runner Puts an LLM on Every Machine - Inside ollama/ollama
October 09, 2026A source-code tour of Ollama, the MIT-licensed Go runtime for open models: a gin HTTP server with OpenAI and Anthropic-compatible endpoints, a GPU-aware scheduler, llama.cpp...
- Prompt Flow: Microsoft's Engineering Discipline for LLM Apps - Inside microsoft/promptflow
October 09, 2026A source-code tour of Prompt Flow, Microsoft's MIT-licensed suite for LLM application development: the pf CLI, the FlowExecutor and DAG manager, node schedulers and batch...
- OpenHands: Agent Canvas, a Control Center for Coding Agents - Inside All-Hands-AI/OpenHands
October 08, 2026A source-code tour of OpenHands Agent Canvas, the MIT-licensed TypeScript control center that runs OpenHands, Claude Code, Codex, and Gemini through the Agent-Client Protocol, with...
- Aider: AI Pair Programming in Your Terminal - Inside Aider-AI/aider
October 08, 2026A source-code tour of aider, the Apache-2.0 Python tool that pairs programs with you in the terminal, mapping your whole repo with tree-sitter and PageRank...
- Cline: One Agent Core for IDE, Terminal, and Hub - Inside cline/cline
October 08, 2026A source-code tour of cline, the open source coding agent rebuilt as a layered TypeScript monorepo where a single SDK core powers the VS Code...
- Codex: OpenAI's Local Coding Agent in Rust - Inside openai/codex
October 08, 2026A source-code tour of Codex, OpenAI's open source Apache-2.0 coding agent: a 120-crate Rust workspace with a terminal UI, sandboxed execution, MCP support, and one...
- Continue: One Engine for IDE and CLI Coding Agents - Inside continuedev/continue
October 08, 2026A source-code tour of Continue, the Apache-2.0 TypeScript monorepo behind a pioneering open-source coding agent: 64 LLM provider modules, LanceDB codebase indexing, tab autocomplete with...
- Gemini CLI: Google's Open Source Terminal Agent - Inside google-gemini/gemini-cli
October 08, 2026A source-code tour of Gemini CLI, Google's Apache-2.0 terminal agent: an npm monorepo with an Ink-powered UI, a tool scheduler with policy-driven confirmations, MCP integration,...
- Goose: The Off-the-Leash AI Agent You Can Script - Inside aaif-goose/goose
October 08, 2026A source-code tour of Goose, the Apache-2.0 Rust agent workspace from Block, now under the Agentic AI Foundation: a CLI and desktop app over one...
- OpenCode: The Terminal-Native AI Coding Agent With No Vendor Lock - Inside anomalyco/opencode
October 08, 2026A source-code tour of OpenCode, the MIT-licensed TypeScript monorepo behind the terminal AI coding agent: a client-server split, a durable session engine, build and plan...
- SWE-Agent: An Agent-Computer Interface for Fixing Real GitHub Issues - Inside SWE-agent/SWE-agent
October 08, 2026A source-code tour of SWE-agent, the Princeton-built open source agent that pairs language models with a carefully engineered computer interface to fix real GitHub issues,...
- Tabby: A Self-Hosted Copilot on Your Own GPU - Inside TabbyML/tabby
October 08, 2026A source-code tour of Tabby, the Rust workspace behind the self-hosted AI coding assistant: an axum API server, llama.cpp local inference with FIM prompts, tree-sitter...
- AIKON: Today's AI on a 2007 Nokia - Inside emir/AIKON
October 07, 2026A source-level tour of AIKON, the Java ME chat client for Nokia Series 40 and Symbian S60 phones plus the small Go server that carries...
- Backburner: Your iPhone Becomes a 27B Model Co-Processor - Inside StayLameBro/backburner
October 07, 2026A source-level tour of Backburner, the project that plugs an iPhone into a MacBook over USB-C and splits a 27B language model across both: staged...
- ENZO: Chat With 300+ Models on Your Own Keys - Inside theguysudo/ENZO
October 07, 2026A source-level tour of ENZO, the self-hosted, bring-your-own-key AI workspace that unifies 300+ models, self-drafting agents, deep research, and a generated-project sandbox behind one Express...
- GhostTrack: A Minimalist OSINT Console for IP, Phone, and Username Recon - Inside HunxByts/GhostTrack
October 07, 2026A source-level tour of GhostTrack, the single-file Python OSINT console by HunxByts that pairs an ipwho.is geolocation query, a phonenumbers-powered phone report and a two-dozen-site...
- GHunt: An Offensive Google Framework Explained - Inside mxrch/GHunt
October 07, 2026A source-code tour of GHunt, mxrch's fully async Python framework for Google account OSINT: Companion-assisted login, a declarative GAPI layer with per-endpoint authentication modes, and...
- Limelit Open: Self-Hosted AI Visibility Tracking - Inside limelit-co/open
October 07, 2026A source-level tour of Limelit Open, the Apache-2.0 Go binary that asks ChatGPT, Claude, Perplexity, Gemini, Google AI Overview, Google AI Mode and Bing Copilot...
- Maigret: A Dossier From Just a Username - Inside soxoj/maigret
October 07, 2026An engineering tour of Maigret, the MIT-licensed async OSINT engine that builds a dossier from a username across 7,922 site entries with 28 reusable site...
- Nexfil: 328 Username Checks in One Async Sweep - Inside thewhiteh4t/nexfil
October 07, 2026A source-code tour of nexfil, thewhiteh4t's async Python OSINT tool that checks a username across hundreds of platforms in seconds using nine different detection strategies....
- PhoneInfoga: Scanning Phone Numbers With Free Resources - Inside sundowndev/phoneinfoga
October 07, 2026An engineering tour of PhoneInfoga, the Go-based OSINT framework that parses any phone number into E164 form and fans it out through five concurrent scanners,...
- Seeker: Accurate Location From a Single Link - Inside thewhiteh4t/seeker
October 07, 2026An engineering tour of Seeker, thewhiteh4t's proof-of-concept tool that hosts a template page, requests browser location permission, and captures GPS coordinates plus device fingerprints through...
- Sherlock: Hunting Usernames Across 400+ Social Networks - Inside sherlock-project/sherlock
October 07, 2026An engineering tour of Sherlock, the MIT-licensed command line tool that checks a username against 481 site entries with a 20-worker concurrent session, three response-detection...
- SpiderFoot: 234 Modules Over One Event Queue - Inside smicallef/spiderfoot
October 07, 2026A source-code tour of SpiderFoot, Steve Micallef's OSINT automation platform that orchestrates hundreds of modules over a single typed event queue, from CLI and web...
- TaskTrooper: Put It on the Board, the Agents Ship It - Inside makifbaysal/tasktrooper
October 07, 2026A source-level tour of TaskTrooper, the local-first agent platform that turns a Kanban board into an orchestration layer for coding agents, with self-evolving role agents,...
- Traccar: 272 Protocol Decoders on a Netty Bus - Inside traccar/traccar
October 07, 2026A source-code tour of Traccar, the Apache-2.0 Java GPS tracking platform that decodes hundreds of device protocols over Netty, pushes every position through an ordered...
- Trape: Real-Time People Tracking as a Research Lens - Inside jofpin/trape
October 07, 2026An engineering tour of Trape, Jose Pino's OSINT analysis and research tool that clones a lure page, injects a browser client, and streams device, network,...
- Answer Me with HTML: Turn Agent Answers Into One Visual Page - Inside QingYunA/answer-me-with-html
October 05, 2026A MIT-licensed agent skill where the model writes only a short Markdown draft and a bundled CLI renders a single-file HTML explainer page - diagrams...
- dsh-our-free-model: Free Frontier Models Inside DeepSeek Harness - Inside zouyuxuan122/dsh-our-free-model
October 05, 2026A MIT-licensed, zero-dependency plugin that wires free frontier models from a public key-free lane into DeepSeek Harness - with honest availability probing, real thinking budgets,...
- EasyRead: Read Papers In Your Language With Layout Intact - Inside Edwardxlai/easyread
October 05, 2026EasyRead translates academic PDFs page by page in the background while keeping equations, tables and layout intact, with margin-space Ask AI, highlights, notes and a...
- Jev Jarvis: A Read-Only Chat Copilot That Judges Before It Drafts - Inside jev-chat/jev-chat-jarvis
October 05, 2026jev-chat/jev-chat-jarvis is an MIT-licensed Android copilot that reads the visible chat through the accessibility service, asks a judge model seven typed questions about intent, danger...
- M3E Canvas: Sketch Material 3 Screens Into AI Prompts - Inside lnkiai/m3e-canvas
October 05, 2026M3E Canvas is a browser editor for Material 3 Expressive screens: drag and drop 36 real M3 parts, link and preview flows, theme everything, then...
- MOVO: Turn A Local Agent Runtime Into An Enterprise Platform - Inside himovo/movo
October 05, 2026MOVO wraps the DeepSeek Harness (DSH) agent runtime in a complete self-hosted product: user workspace, admin console, document intelligence, enterprise knowledge, approvals, audit and a...
- ReelMimic: Clone Any Video's Style With A Local AI Crew - Inside edenfunf/reelmimic
October 05, 2026ReelMimic breaks down a reference video's rhythm, shots, palette and camera moves, then a local crew of Claude Code or Codex agents plans, builds and...
- Strata: Run a 125B MoE on a Gaming PC - Inside Niko1221/Strata
October 05, 2026Strata runs the 125-billion-parameter Qwen3.8-Flash-Next on a 12 GB gaming GPU by splitting 24,576 MoE experts across VRAM, RAM, CPU and SSD. A source tour...
- UFO Core: Team Agents on Your Own Infrastructure - Inside ufo-ai/ufo-core
October 05, 2026A source tour of ufo-ai/ufo-core, an open-source runtime where a team hands work to AI agents in chat, with DBOS-durable turns, chat-native account grants, swappable...
- yomiyasu: Deodorize AI-Scented Japanese Without Losing Meaning - Inside nanaism/yomiyasu
October 05, 2026A MIT-licensed agent skill from ALGO ARTIS that rewrites AI-flavored Japanese into natural, information-dense prose - backed by a stdlib-only linter, a diff checker, and...
- OpenAI MCP Extensions: Plugins That Feel Native Inside ChatGPT - Inside openai/mcp-extensions
October 04, 2026A source tour of openai/mcp-extensions, the official spec and SDK pair that lets an MCP server register sidebar entrypoints, structured settings, composer mentions, file handlers,...
- OpenAgentCore: Run the OpenAI Agents API on Your Own Infrastructure - Inside MiniMax-AI/OpenAgentCore
October 04, 2026A source tour of MiniMax-AI/OpenAgentCore, a self-hosted, protocol-first Go and TypeScript implementation of the OpenAI Agents API with swappable harnesses, sandbox providers, model providers, and...
- BankMCP: Your AI Now Reads Your Bank - Inside noskillish/bankmcp
October 03, 2026A source tour of BankMCP, a self-hosted, read-only Model Context Protocol server that connects AI assistants to 2,700+ European banks through the Enable Banking PSD2...
- Cortico: An Event-Stream Harness For Agents That Never Sleep
October 03, 2026 - Gap-Trap: Rules With Teeth For Agent-Written Code
October 03, 2026 - geo-score: Can AI Engines Cite Your Site? - Inside jianruntech/geo-score
October 03, 2026A source tour of geo-score, a zero-dependency Python toolkit that scores any website 0-100 on AI answer-engine visibility against a published rubric, then tracks whether...
- Glyd: Bit-for-Bit Compression for Model Weights and Data Lakes - Inside surya-koritala/Glyd
October 03, 2026A source tour of Glyd, a Rust lossless compression engine that holds bf16 model weights and KV caches packed in GPU memory bit for bit,...
- MemoryBridge: A Memory That Follows You Across Devices
October 03, 2026 - PaperGraph MCP: Read Math Papers With Evidence, Not Guesses - Inside lotchuazzz-crypto/papergraph-mcp
October 03, 2026A source tour of PaperGraph MCP, a Python Model Context Protocol server that turns arXiv papers, local LaTeX and PDFs into theorem-centered workspaces with source-backed...
- PeerBridge MCP: A Control Room Where Agents Cannot Quietly Overstep
October 03, 2026 - Procoder: A Commit Gate Your AI Coder Cannot Talk Past
October 03, 2026 - Seiso: A Convention And Linter For AI-Written Docs
October 03, 2026 - AnyJev: Typed Decisions With Calibrated Probabilities - Inside nokia-applied-research/AnyJev
October 02, 2026AnyJev turns any open-source LLM into a Jev-style decision model: ask typed questions, read calibrated probabilities from a single prefill, and automate more traffic safely....
- Coucou: A Tiny Friend in Your Notch That Watches Your AI Coding Agents - Inside Louis-CFM/coucou
October 02, 2026Coucou is an open-source notch companion that lives in your Mac's notch, or the top of your screen on Windows and Linux, and surfaces AI...
- Doop: Humans and AI Agents Designing on One Canvas - Inside kgoedecke/doop
October 02, 2026Doop is the open-source, self-hostable alternative to Paper.design: a multiplayer design canvas where people edit in the browser and AI agents stream designs in live...
- EvoOntology: A Self-Evolving Ontology Layer for Data Agents - Inside ruc-datalab/EvoOntology
October 02, 2026EvoOntology is an MIT-licensed Python research platform from Renmin University of China that gives data agents a versioned, workload-grounded ontology layer over MCP, then evolves...
- Fauxnix: Bash For Your Windows Agent, No VM Required - Inside 20000419/fauxnix
October 02, 2026Fauxnix is a deterministic bash-to-PowerShell translation layer built for AI agents: your agent keeps writing bash, fauxnix compiles it to native PowerShell and returns GNU-style...
- Foremerge: Catch Intent Conflicts Before Code Conflicts - Inside naw103/foremerge
October 02, 2026Foremerge is an open-source coordination protocol for coding agents, built above Git. We tour the Rust source behind its deterministic conflict detector, verification-gated lifecycle, SQLite...
- Jevgrep: Find Code by Asking What It Does - Inside dzhng/jevgrep
October 02, 2026Jevgrep is an MIT-licensed CLI that gives coding agents semantic code search: ask a repository question and get relevant files, reading leads, and verbatim source...
- Lemmalog: A Datalog Engine for LLM Agent Memory - Inside JordyZomer/lemmalog
October 02, 2026Lemmalog is a Rust Datalog engine that turns an LLM agent's memory into a deductive database. We tour the source behind its stratified evaluation, bi-temporal...
- Ollaya: Run Open Decision Models Locally, the Way Ollama Runs LLMs - Inside ollaya-dev/ollaya
October 02, 2026Ollaya is a Rust daemon and CLI that serves open decision models locally: state plus typed questions in, calibrated probabilities out, in a single forward...
- system-one-connector: Give Your AI Agent Judgments It Can Branch On - Inside itsmostafa/system-one-connector
October 02, 2026system-one-connector is an MIT-licensed Go binary that plugs TypeSafe's Jev, CLM, Laya and Liquid AI's d1 into Claude Code, Codex, Claude Desktop, Hermes and pi...
- AI Engineering Lab: 24 Weeks From Python To Production AI - Inside zorost/AI-Engineering-Lab
October 01, 2026AI Engineering Lab is a free, MIT-licensed 24-week training program that takes a beginner from Python to production AI systems - 43 runnable notebooks, one...
- AIHOT: A Self-Running News Site Framework You Can Respawn For Your Own Industry - Inside KKKKhazix/AIHOT
October 01, 2026AIHOT is the complete source code behind a live AI news site: six kinds of sources flow in, a language model filters and double-scores every...
- Anything2Explainer: A Skill That Turns Any Topic Into A Coded Explainer Video - Inside Vincentwei1021/anything2explainer
October 01, 2026Anything2Explainer is an agent skill that turns a topic into a narrated motion-graphics explainer video: every frame drawn in code with Remotion, voiceover from local...
- The Best AMD Ryzen for Local AI in 2026: LLM Speed, Model Sizes, and Clusters, With Sources
October 01, 2026Deep research into AMD Ryzen AI Max (Strix Halo) for local LLMs: real decode tok/s for gpt-oss-120b, Qwen3, Llama 4 Scout and dense 70B models,...
- The Best DGX Spark for Local AI in 2026: LLM Speed, Model Sizes, and Clusters, With Sources
October 01, 2026A deep research guide to NVIDIA DGX Spark local LLM performance: what the GB10 box really delivers in tokens per second, the biggest models one,...
- The Best Mac Studio for Local AI in 2026: How Big an LLM It Can Run, at What Speed, With Sources
October 01, 2026A deep research guide to the Mac Studio for local LLMs: the new M5 Max and quad-die M5 Ultra vs the M4 Max and discontinued...
- Chat On Steroids: Turning ChatGPT Into A Local Coding Agent Over MCP - Inside totec448-spec/chat-on-steroids
October 01, 2026Chat On Steroids is an open-source Electron workspace that gives ChatGPT hands on your real projects: an MCP server exposes files, shells, terminals, and desktop...
- DSCODE: A Terminal Coding Agent That Works In A Team - Inside qiz029/dscode
October 01, 2026DSCODE is an MIT-licensed macOS terminal coding agent built on DeepSeek Harness, where sessions see each other, hand over tasks, delegate on a kanban board,...
- dynolab: An AI Interpretability Workbench For Apple Silicon - Inside canivel/dynolab
October 01, 2026Dyno Lab is a free, open-source SwiftUI Mac app that runs MLX models locally and lets you investigate them: activation capture, interventions, linear probes, SAE...
- geo-score: An Open Rubric For Whether AI Answer Engines Can Cite Your Site - Inside jianruntech/geo-score
October 01, 2026geo-score is a zero-dependency Python CLI that scores any website 0-100 for AI answer-engine visibility against a published, versioned rubric, then optionally checks actual citations...
- headcount: An Agent Company In Sixteen Departments - Inside cbrock84/headcount
October 01, 2026headcount packages a full business org chart into installable AI agent departments: a chief executive over sixteen plugin departments and 172 skills, running identically in...
- quackd: One CLI For All Your Robots - Inside rokbenko/quackd
October 01, 2026quackd is an open-source Python CLI that puts an LLM pilot in front of seven different robot bodies - a walking duck, an SO-101 arm,...
- second-brain-os: An AI-Maintained Knowledge Vault - Inside undefined-ui/second-brain-os
October 01, 2026second-brain-os turns Obsidian plus a coding agent into a knowledge base that files, links, and maintains itself. We tour the repository: the vault template, 18...
- Agent Console: Local-First Observability for AI Coding Agents - Inside LockedinLabs-AI/agent-console
September 30, 2026A source tour of LockedinLabs-AI/agent-console, a zero-dependency Node.js dashboard that turns Claude Code and Codex JSONL transcripts into live token, cache and cost telemetry. We...
- Agent Memory: Plain Markdown as the Source of Truth for AI Agents - Inside tigerless-labs/agent-memory
September 30, 2026A source tour of tigerless-labs/agent-memory, a local-first long-term memory runtime for AI agents that keeps Markdown files as the single source of truth, ranks retrieval...
- AgentMeasure: Open Measurement Infrastructure for AI Agents - Inside roy-tong/AgentMeasure
September 30, 2026AgentMeasure is an open measurement layer for AI agents: a zero-dependency Python CLI that audits Codex and Claude Code session logs for duplicate records, retry...
- Anthropic Skills: How SKILL.md Folders Teach Claude Specialized Work - Inside anthropics/skills
September 30, 2026A source tour of anthropics/skills, Anthropic's official repository of Agent Skills for Claude. We map the repository from SKILL.md anatomy and bundled Python scripts to...
- The Best Mac mini for Local AI in 2026: Models, Decode Throughput, TTFT, and Clusters
September 30, 2026A deep research guide to running local LLMs on the Mac mini: the new M6 and M5 Pro vs the M4 Pro, the memory-bandwidth rule...
- cf: The Agentic CLI for the Entire Cloudflare API - Inside cloudflare/cf
September 30, 2026A source tour of cloudflare/cf, Cloudflare's official agentic CLI that maps the whole Cloudflare API onto agent-friendly commands. We walk the OpenAPI code generator, JSON-first...
- Codenotch: macOS usage limits at the screen edge - Inside vinzdg/codenotch
September 30, 2026A source tour of Codenotch, an open-source Swift app for macOS that pins a notch to the screen edge and shows how much of each...
- Company Brain: A Teammate in Slack That Remembers Everything - Inside supermemoryai/company-brain
September 30, 2026A source tour of supermemoryai/company-brain, the open-source Slack teammate from the supermemory team that ingests channel conversations, extracts durable memories, and answers questions with retrieval...
- Concat: The Truly Free, Open-Source CapCut Replacement - Inside jub0t/Concat
September 30, 2026A source tour of jub0t/Concat, the free and open-source cross-platform CapCut replacement written in Rust. We walk its actual code: the arena-based timeline model, the...
- Easel: An Open-Source AI Agent for Social Media Creation - Inside ZJU-REAL/Easel
September 30, 2026Easel is an open-source AI agent for social media from ZJU-REAL that ties trend discovery, content planning, multimedia production, multi-platform publishing, and performance attribution into...
- Excalidraw: Virtual Whiteboard Source Tour - Inside excalidraw/excalidraw
September 30, 2026A guided source-tour of excalidraw/excalidraw, the open-source virtual whiteboard with a hand-drawn look. We walk the element model, the dual-canvas render loop, delta-based undo/redo, the...
- fast-jev-compaction: Jev-Scored Verbatim Compaction for Claude Code - Inside tamaratran/fast-jev-compaction
September 30, 2026fast-jev-compaction is a Claude Code plugin and npm library that replaces the lossy compaction summary with Jev-scored decisions. Every tool call and result is scored...
- Firecrawl: The Web Data API for AI Agents - Inside firecrawl/firecrawl
September 30, 2026A source-level tour of firecrawl/firecrawl, the open-source web scraping and crawling API behind thousands of AI agents. We trace how a URL flows through the...
- Human Atlas: An Interactive 3D Anatomy Explorer in the Browser - Inside ashemag/human-atlas
September 30, 2026A source-level tour of ashemag/human-atlas, a TypeScript and Three.js application that renders 2,234 selectable BodyParts3D meshes with merged geometry batches, GPU state textures, a packed...
- Intent-Router: Typed IntentSpec Contracts for AI Agents - Inside angel291592/Intent-Router
September 30, 2026Intent-Router is an open-source intent compiler for AI agents that converges a vague request into a typed IntentSpec contract before any tool runs. A source-level...
- Jev Review: Continuous Quality Review MCP Plugin - Inside NiazMorshed2007/jev-review
September 30, 2026A source-level tour of NiazMorshed2007/jev-review, a local-first MCP plugin that gives AI coding agents a repeated, structured software-quality feedback loop. We walk through how review...
- Kev: Trainable Decision Models on Qwen - Inside jaredpalmer/kev
September 30, 2026Kev is a family of small, open decision models trained on top of Qwen3.5 and Qwen3.8 base models, answering yes/no, multiple-choice and rating questions through...
- ksor: One Governed Knowledge Record for Humans and AI Agents - Inside panaversity/ksor
September 30, 2026A source-level tour of panaversity/ksor, the open-source TypeScript SDK that compiles governed Markdown into a documentation site for people and an MCP server for AI...
- Magpie: Every Agent's Model, One Menu Bar - Inside yetone/magpie
September 30, 2026A source tour of yetone/magpie, the Go menu-bar app that lets any coding agent - Claude Code, Codex, Gemini CLI, OpenCode and more - run...
- NanoJev: A Nano Replica of Jev With Parallel Decisions and a Full Training Pipeline - Inside TianyuCodings/NanoJev
September 30, 2026A source-level tour of TianyuCodings/NanoJev, a compact Python reimplementation of the Jev System-One decision model. We trace how one Qwen3-0.6B backbone with parallel decision heads...
- NeoHorse: Recursive Self-Improvement via Agentic Post-Training - Inside TokenRhythm/NeoHorse
September 30, 2026A source tour of TokenRhythm/NeoHorse, the open-weight agent model family built around a routing-harness evaluation-selection-update loop. We walk the serving examples, the NeoHorse-Jev prefill-only decision...
- okf-agent-memory: Git-Native Persistent Memory for AI Agents - Inside okf-memory/okf-agent-memory
September 30, 2026A source tour of okf-agent-memory, a Go implementation of Google's Open Knowledge Format (OKF) v0.2 that turns a plain git-tracked knowledge/ folder into persistent memory...
- Open SEO MCP Skills: Free SEO Server + GEO Skills for Claude - Inside Ryze-AI-Adgent/open-seo-mcp-skills
September 30, 2026A source tour of Ryze-AI-Adgent/open-seo-mcp-skills: eight MIT-licensed SEO and GEO skill packs for Claude that run on a free MCP connector wiring Google Search Console,...
- OpenBot: AI Coworkers With Their Own Computer - Inside CopilotKit/OpenBot
September 30, 2026A source tour of CopilotKit/OpenBot, the self-hosted agent platform where every AI coworker gets its own browser, files and tools behind one governed gateway. We...
- OpenChatX MCP: Turn ChatGPT into a Local Agent Runtime - Inside XiaoPuOuO/openchatx-mcp
September 30, 2026A source tour of XiaoPuOuO/openchatx-mcp (OpenChatX), a TypeScript local MCP server that bridges ChatGPT to real computer control through OpenAI's Secure MCP Tunnel. We map...
- OrcaReplay: Time Travel for AI Agents - Inside Continuum-AI-Corp/OrcaReplay
September 30, 2026A source tour of OrcaReplay, the TypeScript toolkit that records any coding agent run, replays it byte-for-byte with no model called, forks it from any...
- Reverify: Deterministic Grounding for AI Claims - Inside 2akouwu/reverify
September 30, 2026Reverify makes deterministic tools the judge of everything a language model says: the model proposes claims, pure-Python checkers test each one against ground truth, and...
- session-knowledge: Turning Claude Code History Into a Searchable Knowledge Base - Inside nameforjt-afk/session-knowledge
September 30, 2026session-knowledge indexes every Claude Code session transcript on your machine into local SQLite databases and exposes 13 MCP tools so any new session can search...
- shadcn-lint: Design System Rules Agents Can Verify - Inside shadcn-ui/lint
September 30, 2026A source tour of shadcn-ui/lint, the agent-first linter for Tailwind design systems. How its six rules, contract policy engine, cn class grammar, and Tailwind oracle...
- x64dbg-mcp: An MCP Server Embedded Inside the Debugger - Inside duty1g/x64dbg-mcp-server
September 30, 2026A source tour of duty1g/x64dbg-mcp-server, a Zig-native MCP plugin that embeds a full Model Context Protocol server inside the x64dbg debugger. Learn how its runtime...
- ZCode: Z.ai's Open-Source Coding Agent Harness, From Turn Loop to Tool Dispatch - Inside zai-org/ZCode
September 30, 2026A source-level tour of zai-org/ZCode, Z.ai's open-source AI coding workspace that ships terminal, web, and desktop clients over one TypeScript agent runtime. We trace the...
- AI Engineering Course: An 18-Module Learning Path - Inside amitshekhariitbhu/ai-engineering-course
September 29, 2026A source tour of amitshekhariitbhu/ai-engineering-course, a free Apache-2.0 AI Engineering curriculum that packs 18 modules and 146+ lessons into a single README. We map how...
- Ant Design: A Source Tour of the Enterprise React Design System - Inside ant-design/ant-design
September 29, 2026A guided source tour of ant-design/ant-design, the enterprise React UI library behind antd. Explore its one-component-one-folder architecture, the CSS-in-JS design token engine, the Form and...
- CLIProxyAPI: One Local Gateway for Your CLI AI Subscriptions - Inside router-for-me/CLIProxyAPI
September 29, 2026A source tour of router-for-me/CLIProxyAPI, the Go proxy that wraps CLI-based AI coding backends like Claude Code, Codex, and Gemini CLI behind unified OpenAI, Gemini,...
- ClickHouse: A Source Tour of MergeTree and the Query Pipeline - Inside ClickHouse/ClickHouse
September 29, 2026A guided source-tour of the ClickHouse/ClickHouse repository, walking the real C++ code behind the MergeTree storage engine, the Processors query pipeline, and distributed execution across...
- Codex with ChatGPT: ChatGPT Thinks, Codex Works - Inside XiaoDuoYa/codex-with-chatgpt
September 29, 2026A source tour of XiaoDuoYa/codex-with-chatgpt, a TypeScript bridge that turns the ChatGPT web app into the planning and review brain for Codex coding sessions. Explore...
- ComfyUI: The Node-Graph Engine for Diffusion Model Workflows - Inside Comfy-Org/ComfyUI
September 29, 2026A source-level tour of ComfyUI, the Python node-graph GUI and API for diffusion models. We walk the execution engine, the node registry, and the model...
- Flutter: A Source Tour from Widgets to RenderObjects - Inside flutter/flutter
September 29, 2026A guided source tour of flutter/flutter: how widgets, elements, and render objects cooperate, how the layer tree composites frames to the GPU, and how packages/flutter_tools...
- go-ethereum (geth): Anatomy of Ethereum's Go Execution Client - Inside ethereum/go-ethereum
September 29, 2026A guided source tour of ethereum/go-ethereum (geth), the official Go implementation of the Ethereum execution layer. We walk the real code paths behind chain sync,...
- Grafana: Query, Visualize, and Alert on Any Data Source - Inside grafana/grafana
September 29, 2026A guided source tour of grafana/grafana, the open-source observability platform. We walk the Go backend, the TSDB query layer, the datasource plugin model, the React...
- HowToLiveBetter: 630 Evidence-Graded Life Decisions, Ranked by Cost-Benefit - Inside eternity4719/HowToLiveBetter
September 29, 2026A source tour of eternity4719/HowToLiveBetter, a Chinese-language evidence-ranked life guide with 630 graded entries across longevity, first aid, personal finance, legal red lines and parenting....
- Jev Ultrafast: A Browser Agent That Chooses Instead of Generates - Inside browser-use/jev-ultrafast
September 29, 2026A source tour of browser-use/jev-ultrafast, a Python browser agent that picks an operation and a target from an indexed action space in one TypeSafe request,...
- Keras: One Deep Learning API, Four Backends - Inside keras-team/keras
September 29, 2026A guided source tour of Keras 3, the multi-backend deep learning framework that runs the same model code on JAX, TensorFlow, and PyTorch. We walk...
- Kubernetes: A Source Tour of the Control Plane - Inside kubernetes/kubernetes
September 29, 2026A guided source-tour of the kubernetes/kubernetes repository, walking the real Go code behind kube-apiserver, kube-scheduler, kube-controller-manager, kubelet, and the informer machinery in client-go. Learn how...
- llm-master: A Programmer's Full-Stack LLM Learning Roadmap - Inside youngyangyang04/llm-master
September 29, 2026A guided tour of youngyangyang04/llm-master, a Chinese-language open source curriculum that turns more than 150 LLM tutorials into a six-stage learning path for programmers. We...
- Ladybird: A Source Tour of the Independent Web Engine - Inside LadybirdBrowser/ladybird
September 29, 2026A guided source-tour of the LadybirdBrowser/ladybird repository, walking the real code behind the only truly independent web browser engine: the LibWeb content layer, the LibJS...
- Laya-MLX: Typed Decisions at Native Apple Silicon Speed - Inside mizorewww/laya-mlx
September 29, 2026A source tour of mizorewww/laya-mlx, the independent Python runtime that executes Laya typed-decision checkpoints natively on Apple Silicon through MLX. We walk the weight bridge,...
- LiteLLM: One OpenAI-Format API for 100+ LLM Providers - Inside BerriAI/litellm
September 29, 2026A source-level tour of BerriAI/litellm, the open-source AI gateway and Python SDK that exposes 100+ LLM providers behind a single OpenAI-format API. We walk through...
- LobeHub: Your Chief Agent Operator, Open-Sourced - Inside lobehub/lobehub
September 29, 2026A source-level tour of lobehub/lobehub, the open-source AI agent framework that hires, schedules, and reports on a team of agents. We walk the agent runtime...
- ModelScope Cookbook: A Hands-On Curriculum for Open-Source AI Apps - Inside modelscope/ms-cookbook
September 29, 2026A source tour of modelscope/ms-cookbook, the ModelScope Purple Book (魔搭紫皮书): an 8-part, 35-chapter open curriculum that walks developers from model selection and inference to fine-tuning,...
- Netdata: Real-Time Infrastructure Monitoring - Inside netdata/netdata
September 29, 2026A guided source-tour of netdata/netdata, the open-source real-time infrastructure monitoring agent. We trace per-second metric collection through the dbengine storage tier, parent-child streaming with replication,...
- Odoo: Anatomy of an Open-Source ERP Kernel - Inside odoo/odoo
September 29, 2026A guided source-tour of the odoo/odoo monorepo: the per-database ORM registry, BaseModel and its field system, the module dependency loader behind 642 addons, the JSON-RPC...
- OpenHands: A Control Center for Coding Agents - Inside OpenHands/OpenHands
September 29, 2026A guided source tour of OpenHands/OpenHands, the open-source Agent Canvas control center for running coding agents across local, Docker, and cloud backends. We trace the...
- openpilot: An Operating System for Driver Assistance - Inside commaai/openpilot
September 29, 2026A source-level tour of commaai/openpilot, the open-source driver assistance system that upgrades 300+ cars with adaptive cruise control and lane centering. We map the real-time...
- Stirling PDF: Self-Hosted PDF Processing From Request to Pipeline - Inside Stirling-Tools/Stirling-PDF
September 29, 2026A guided source tour of Stirling-Tools/Stirling-PDF, the open-source self-hosted PDF platform built on Java Spring Boot, Apache PDFBox, JPDFium, LibreOffice, OCRmyPDF and qpdf. We trace...
- TensorFlow Model Garden: The Reference Model Zoo for Modern TensorFlow - Inside tensorflow/models
September 29, 2026A source-level tour of tensorflow/models, the official TensorFlow Model Garden. Explore the TFM training framework in official/core, the TF-Vision and NLP model gardens, the Orbit...
- Twenty: A Source Tour of the Metadata Engine Behind the Open-Source CRM - Inside twentyhq/twenty
September 29, 2026A deep source-tour of twentyhq/twenty, the open-source Salesforce alternative CRM built with TypeScript, NestJS, PostgreSQL, and React. Explore its object and field metadata engine, per-workspace...
- Uptime Kuma: The Self-Hosted Monitoring Engine - Inside louislam/uptime-kuma
September 29, 2026A source-level tour of Uptime Kuma, the self-hosted uptime monitoring tool with 90k+ GitHub stars. We trace the Node.js monitor scheduler loop, the pluggable monitor-type...
- Visual Studio Code: A Source Tour of Its Layered Architecture - Inside microsoft/vscode
September 29, 2026A guided source tour of microsoft/vscode, the MIT-licensed Code - OSS repository behind Visual Studio Code. We trace the Electron main process, the dependency-injection InstantiationService,...
- Webpack: A Source Tour of the Bundling Pipeline - Inside webpack/webpack
September 29, 2026Walk through the webpack/webpack source tree and see how the classic JavaScript bundler really works: tapable hook lifecycles on the Compiler, dependency graph construction in...
- Laya: Typed Decisions in a Single Forward Pass - Inside NandhaKishorM/laya
September 29, 2026A source tour of NandhaKishorM/laya, the Python non-autoregressive System 1 decision engine that answers choice, score and yes-no questions over any state in one forward...
- Agent Skills: A Hardened Skill Registry for AI Coding Agents - Inside tech-leads-club/agent-skills
September 28, 2026A source tour of tech-leads-club/agent-skills, an open-source TypeScript monorepo that ships a curated, security-scanned catalog of 92 skills for AI coding agents, an interactive installer...
- Codex ChatGPT Web: Run Codex on Your ChatGPT Plan - Inside miuuyy/codex-chatgpt-web
September 28, 2026A source tour of miuuyy/codex-chatgpt-web, a local Responses bridge that lets OpenAI Codex run tasks on ChatGPT Web models from your own account. We map...
- Coursebook: One LaTeX Tree, Three Textbook Formats - Inside cs341-illinois/coursebook
September 28, 2026How cs341-illinois/coursebook compiles a tree of LaTeX chapters into PDF, EPUB, and GitHub-wiki editions using a Makefile, pandoc filters, and a three-way GitHub Actions deploy...
- Elasticsearch: A Source Tour of the Distributed Search Engine - Inside elastic/elasticsearch
September 28, 2026A guided tour of the elastic/elasticsearch repository: how the Java monorepo is organized, how REST requests flow through transport actions into cluster state and Lucene-backed...
- FxEmbed: The Embed Engine Behind FxTwitter and FixupX - Inside FxEmbed/FxEmbed
September 28, 2026FxEmbed is the open-source Cloudflare Worker behind FxTwitter, FixupX, and FxBluesky, turning bare social links into rich embeds with videos, polls, quotes, and translations on...
- Hindsight: Agent Memory That Learns - Inside vectorize-io/hindsight
September 28, 2026Hindsight is an open-source agent memory system built to make agents learn, not just remember. A source-level tour of vectorize-io/hindsight: the retain/recall/reflect operations, four-way parallel...
- Microduck RL: Sim2Real Locomotion for an 800-Gram Biped - Inside pollen-robotics/microduck_rl
September 28, 2026How Pollen Robotics trains walking, recovery, and trick policies for its ~800 g Microduck biped: mjlab and MuJoCo Warp at 50 Hz, BAM actuator physics,...
- OpenSEO: An Open-Source Alternative to Semrush and Ahrefs - Inside every-app/open-seo
September 28, 2026OpenSEO is an MIT-licensed, open-source alternative to Semrush and Ahrefs built on Cloudflare Workers. We tour the source: a TanStack Start UI, a DataForSEO-powered keyword,...
- OpenRig: One Control Plane for Your AI Agent Team - Inside mvschwarz/openrig
September 28, 2026A source tour of mvschwarz/openrig, an open-source TypeScript multi-agent harness that turns AI coding agents into persistent, organized teams. We walk the real architecture: a...
- PLFM_RADAR: An Open-Source 10.5 GHz Phased-Array Radar You Can Build - Inside NawfalMotii79/PLFM_RADAR
September 28, 2026PLFM_RADAR (AERIS-10) is an open-source 10.5 GHz pulse-LFM phased array radar published with complete schematics, Verilog FPGA firmware, STM32 supervisor code, and a PyQt6 ground...
- Paperclip: The Company Layer for Your AI Agents - Inside paperclipai/paperclip
September 28, 2026Paperclip is an open-source control plane that turns a pile of AI agents into a managed organization. A source-level tour of paperclipai/paperclip: the Node.js server...
- PyTorch: From torch.add Down to the C++ Kernel - Inside pytorch/pytorch
September 28, 2026A source-level tour of pytorch/pytorch: how the monorepo layers the torch Python frontend over torch/csrc bindings, the c10 dispatcher, the ATen tensor library and its...
- Treg: OpenRouter, But for Agent Tools - Inside superdesigndev/treg
September 28, 2026A source tour of superdesigndev/treg, the open-source tools-registry that gives AI agents one token and one base URL for thousands of third-party APIs. We walk...
- Life Level-Up Guide: A Legendary Open-Content Handbook for Learning English and AI - Inside byoungd/up
September 28, 2026byoungd/up — the Life Level-Up Guide (人生进阶指南) — is a 64k-star open-content book that grew out of a legendary Chinese English-learning guide and now covers...
- i-have-adhd: Stop Your Coding Agent From Burying the Answer
September 28, 2026i-have-adhd is a single-file skill for coding agents that reshapes output: action first, numbered steps, no preamble, no tangents. A source-level tour of ayghri/i-have-adhd: the...
- Asio: The C++ Asynchronous Networking Library and How It Works
September 27, 2026Asio is the header-only C++ networking library behind Boost.Asio. A source-level tour of chriskohlhoff/asio: the I/O objects, the completion and coroutine model, executors and strands,...
- Jev Gym: A System-One Decision Agent Controls Any Gymnasium Environment
September 27, 2026jev-gym is a System-One decision agent that controls any gymnasium environment by answering typed questions at every step - direction, at_risk, instability, plus steering and...
- MarkItDown: Turn Any Document Into Markdown for Your LLMs
September 27, 2026MarkItDown is Microsoft's Python tool that converts PDF, Word, PowerPoint, Excel, images, audio, and web pages into Markdown for LLM consumption. A source-level tour of...
- Next.js: How the React Framework Renders, Builds, and Ships Your App
September 27, 2026Next.js is a React framework with a monorepo that spans a TypeScript framework core and a Rust native layer. A source-level tour of vercel/next.js: the...
- SimpleX Chat: The Messenger With No User IDs, Running on Relay-Only Servers
September 25, 2026SimpleX Chat is a Haskell messaging platform that assigns users no identifiers of any kind. Servers act as disposable relays for unidirectional message queues, private...
- Terraform: How HashiCorp's Infrastructure-as-Code Engine Plans and Applies Real Infrastructure
September 25, 2026Terraform is a Go-based infrastructure-as-code tool that turns HCL configuration into an execution plan, walks a dependency graph, and drives provider plugins over gRPC. A...
- Build Your Own JEV Locally: Run a 100% Private AI Agent on Your Machine
September 24, 2026Jev, the System One decision model from TypeSafe AI, classifies instead of generating - but the hosted API sees your raw data. This hands-on tutorial...
- Spirula Studio: 3D Gaussian Splatting Training Without the Python Stack
September 24, 2026Spirula Studio is a GPL-3.0 C++ project that trains 3D Gaussian Splatting models from raw photos or video in one self-contained binary - no Python,...
- PanWatch: A Self-Hosted AI Analyst Watching Your Portfolio
September 23, 2026PanWatch is an open-source, self-hosted AI market watcher for A-shares, Hong Kong, and US stocks - scheduled agent runs, TradingAgents nine-agent deep analysis with bull-bear...
- Strands Agents: The SDK That Replaces Your Hand-Rolled Agent Loop
September 23, 2026Strands Agents is an open-source SDK for building production AI agents in Python and TypeScript - a model-driven agent loop, lifecycle controls, tools, MCP, multi-agent...
- Univer: The Open-Source Office Runtime AI Agents Can Drive
September 23, 2026Univer is an open-source, isomorphic office SDK for spreadsheets, documents, and presentations - Canvas rendering, a formula engine, a plugin for every feature, and a...
- AX: Kubernetes Thinking for AI Agent Workloads
September 22, 2026AX is Google's open-source, declarative orchestrator that runs AI agent workloads the way Kubernetes runs containers - tasks, workspaces, gateways, and models as YAML, sandboxed...
- PI-Desktop: The Open-Source Desktop Where AI Agents Get Their Own Workspace
September 22, 2026PI-Desktop is a local-first, model-agnostic desktop platform for AI agents - Electron UI, a Rust host core, persistent sessions, parallel worker orchestration, and a full...
- ai-memory: The Rust Memory Server That Lets Your Coding Agents Trade Notes
September 22, 2026ai-memory is a self-contained Rust server that gives every coding agent - Claude Code, Codex, Cursor, Gemini CLI and 20+ more - one shared long-term...
- AMD Ryzen AI Halo vs NVIDIA DGX Spark: Which Local AI Machine Should You Buy?
September 21, 2026Two square boxes, 128 GB of unified memory each, one goal: running large AI models on your desk. We compare the AMD Ryzen AI Halo...
- Agent-Native: The BuilderIO Framework That Builds Apps Around Agents, Not Buttons
September 21, 2026Agent-Native is BuilderIO's open-source TypeScript framework for building agentic applications. Define each capability once as a shared action, and the agent uses it as a...
- GPT-6 Astra Just Ended Software (And Coding Has Nothing to Do With It)
September 21, 2026OpenAI's GPT-6 Astra saturates math, science, and computer-use benchmarks, but its real casualty is not the programmer. A 2026 research paper argues the software artifact...
- How to Translate a PDF Without Losing the Formatting
September 21, 2026Translating a PDF usually shreds the layout: tables collapse, columns merge, formulas vanish. This guide covers the tools that actually preserve formatting, from the open-source...
- OpenAI Listed Six Ways Its Own AI Broke the Rules - and Every One Is a Risk Developers Ship Now
September 21, 2026OpenAI's Hugging Face incident postmortem catalogs six failure modes: misaligned training, reward hacking, tasks without a safe exit, unauthorized communication, swarm ecosystems, and safeguard gaps....
- Paperless-ngx: Turn Paper Piles into a Searchable Online Archive
September 21, 2026Paperless-ngx is an open-source document management system that OCRs, classifies, and archives your scanned documents - a deep dive into its consumer pipeline, Tika and...
- json-render: Vercel's Generative UI Framework That Keeps AI on a Leash
September 21, 2026json-render from Vercel Labs is a generative UI framework where AI writes only the JSON spec and your pre-approved components do the rendering - a...
- Cilium: eBPF Networking, Security, and Observability for Kubernetes
September 20, 2026Cilium is a CNCF-graduated networking, security, and observability platform built on eBPF - this deep dive covers its per-node agent, eBPF datapath, identity-based policies, ClusterMesh,...
- Firstmate: Talk to One Agent, Ship With a Crew
September 20, 2026Firstmate is an open-source agent distro that turns one coding agent into a supervised crew - tmux-visible crewmates, treehouse git worktrees, a zero-token bash watcher,...
- Higgsfield: Multi-Node LLM Training Without Crying
September 20, 2026Higgsfield is an open-source, fault-tolerant GPU orchestration and machine learning framework for training billion-parameter models - this deep dive covers its experiment decorators, AST-based codegen,...
- Home Assistant: Local Control and Privacy for Your Smart Home
September 20, 2026Home Assistant is the open-source home automation platform that puts local control and privacy first - this deep dive covers its event-driven core, config entries,...
- OpenStock: An Open-Source Alternative to Expensive Market Platforms
September 20, 2026OpenStock is a free, open-source stock market app built with Next.js 15, Better Auth, MongoDB, Finnhub, TradingView widgets, and Inngest - with AI-personalized emails, watchlists,...
- Worktrunk: Git Worktrees Made Easy for Parallel AI Agents
September 20, 2026Worktrunk is a Rust CLI that makes git worktrees as easy as branches, designed for running AI coding agents in parallel - with hooks, LLM...
- quiche: Cloudflare's Rust Implementation of QUIC and HTTP/3
September 20, 2026quiche is Cloudflare's open-source Rust implementation of the QUIC transport protocol and HTTP/3, powering the Cloudflare edge, Android's DNS resolver, and curl. A tour of...
- Anki: Inside the Open-Source Spaced Repetition Engine That Makes Memory a Choice
September 19, 2026A tour of Anki's architecture: a Rust core with the FSRS scheduling algorithm, a PyQt desktop shell, a Svelte web frontend, and a self-hostable sync...
- Coder: Self-Hosted Cloud Development Environments and AI Agents on Your Own Infrastructure
September 19, 2026How Coder provisions cloud development environments with Terraform, connects them over a WireGuard overlay, and runs AI coding agents without ever putting API keys inside...
- Docling: Turn Any Document Into AI-Ready Data
September 19, 2026Docling, IBM's open-source document conversion engine, parses PDF, Office files, HTML, audio, video and more into a unified DoclingDocument representation ready for gen AI and...
- Hister: Your Own Private Search Engine for Everything You Have Read
September 19, 2026Hister by asciimoo, the creator of Searx, is a self-hosted search engine that indexes the pages you visit, the files you keep, and the bookmarks...
- OpenAI Plugins: A Curated Library of Codex Plugin Examples
September 19, 2026OpenAI Plugins is the official curated collection of Codex plugin examples - skills, MCP servers, and app surfaces - with a marketplace index and authoring...
- Supabase: The Open-Source Firebase Alternative You Can Self-Host on Your Own Postgres
September 19, 2026Inside the Supabase monorepo: how the Studio dashboard, the shared packages, and the docker-compose stack of GoTrue, PostgREST, Realtime, Storage and Edge Functions fit together....
- TradingView MCP: Give Your AI Assistant Eyes and Hands on Your Trading Charts
September 19, 2026TradingView MCP connects Claude to your locally running TradingView Desktop over the Chrome DevTools Protocol for Pine Script development, chart navigation, and workflow automation -...
- BrowserSkill: Let Your Coding Agent Use Your Logged-In Browser Without Taking It Over
September 18, 2026Tencent's open-source BrowserSkill pairs a bsk CLI and daemon with a browser extension so coding agents can work in your real, signed-in browser - borrowing...
- Cloudflare's Security Audit Skill: Turn Your Coding Agent Into a Security Auditor
September 18, 2026Cloudflare open-sourced the skill that seeded its own vulnerability discovery harness. Six phases, adversarial validation, and findings your team can actually trust.
- GitDiagram: Turn Any GitHub Repo Into an Interactive Architecture Diagram
September 18, 202616,000+ stars. Paste a repo URL, get a clickable system-level diagram in seconds - with every node linked to real source files. Here is how...
- Octop: A Self-Hosted AI Assistant Where Every User Gets an Agent Team
September 18, 2026TencentCloud's Octop is a self-hosted, multi-user, multi-agent AI assistant in a single Python process: web dashboard, IM channels, cron, browser automation, and ACP coding-agent delegation....
- OpenSpec: Spec-Driven Development That Keeps AI Coding Agents Honest
September 18, 2026OpenSpec by Fission-AI adds a plain-Markdown specification layer between you and your AI coding agent: propose, apply, archive. MIT licensed, 69k stars on GitHub.
- Tinycast: The Native macOS Launcher That Runs Your Raycast Extensions for Free
September 18, 20266,000+ stars and counting. A zero-dependency SwiftUI launcher under 100 MB of RAM that imports and runs real Raycast extensions natively. Here is how it...
- Atlas: Source Control for Coding Agents - Every Commit Explained
September 16, 2026Atlas is an MIT-licensed Tauri IDE built for the agent era: every commit is linked back to the agent session that produced it (prompts, tool...
- OpenResearch: Turn Your Coding Agent Into a Research Agent
September 16, 2026OpenResearch (MIT, 3.5k stars, from the alphaXiv team) is a local-first workbench that turns Claude Code, Codex, OpenCode, or Cursor into research agents: stack experiments...
- Pi: The Agent Harness Where the Coding Agent Extends Itself
September 16, 2026Pi from earendil-works (MIT, 106k stars, TypeScript) is a layered agent harness: pi-ai unifies every LLM provider, pi-agent-core is the tool-calling runtime, and pi-coding-agent is...
- Oh My Hermes: The Operating Layer That Makes Your AI Coding Agent Professional
September 15, 2026Oh My Hermes (OMH) is a MIT-licensed operating layer for NousResearch's Hermes Agent that routes every request to the right model at the right effort,...
- Flowsint: Open Source OSINT Investigations That Connect the Dots for You
September 14, 2026Flowsint is a free, open-source graph-based investigation platform for OSINT and reconnaissance. Drop a domain, email, or crypto wallet onto a visual canvas, pick one...
- LocalSend: AirDrop for Every Device, Open Source and 91,000 Stars Strong
September 14, 2026LocalSend is a free, open-source AirDrop alternative that shares files, photos, and messages between any nearby devices over your local network - no internet, no...
- OpenDisplay: Your iPhone Is a Free Second Monitor for Your Mac (Open Source)
September 14, 2026OpenDisplay is a free, open-source alternative to Apple Sidecar, Duet Display, and Luna Display. Turn your iPhone, iPad, or a spare Mac into a true...
- DeskcommCRM: The Open Source AI Sales OS That Runs Your WhatsApp Pipeline
September 13, 2026DeskcommCRM is an open source AI sales operating system built for WhatsApp. Three AI roles (Conversador, Operador, Seguranca) answer customers, operate the CRM, and guardrail...
- PSY Music Studio: A Browser-Based AI Song Generation Studio Built on YuE2
September 13, 2026PSY Music Studio is a single-file FastAPI web UI that wraps the YuE2 song-generation pipeline behind a friendly browser interface. Pick a model, enter style...
- PentAGI: The Open Source AI Agent That Hacks So You Don't Have To
September 13, 2026PentAGI is a fully autonomous, self-hosted AI penetration testing system. A team of AI agents researches your target, plans the attack, runs 600+ Kali Linux...
- CloddsBot: The Open Source AI Trading Agent That Works Across 1000+ Markets
September 12, 2026CloddsBot is an open source autonomous AI trading terminal built in TypeScript and powered by Anthropic's Claude. It monitors and executes trades across more than...
- HyperFrames: Write HTML, Render Video, Built for AI Agents
September 12, 2026HyperFrames is an open-source framework from HeyGen that turns HTML, CSS, media, and seekable animations into deterministic MP4 videos. Write HTML compositions with data-* timing...
- LLM Wiki: A Personal Knowledge Base That Builds Itself with LLMs
September 12, 2026LLM Wiki is an open source cross-platform desktop application that turns your documents into an organized, interlinked knowledge base automatically. Instead of traditional RAG (retrieve-and-answer...
- MathModelAgent: The AI That Turns a 3-Day Math Competition Into 1 Hour
September 12, 2026MathModelAgent is an open source agent designed for mathematical modeling that automatically completes the full pipeline: problem analysis, model selection, code writing, error correction, and...
- TeamAI: Make Every Team AI Native with Git-Native Skill Sync
September 12, 2026TeamAI is an open source CLI from Tencent that manages your team's skills, rules, MCP, and knowledge across Claude Code, Codex, Cursor, CodeBuddy, OpenCode, OpenClaw,...
- YuE2: The Open Source Music AI That Rivals Suno v5
September 12, 2026YuE2 from Multimodal Art Projection (m-a-p) is an open source music generation model that turns lyrics and a style prompt into complete songs with vocals...
- GPT-6 Astra: OpenAI's Frontier Model for End-to-End Agentic Work
September 11, 2026GPT-6 Astra is OpenAI's September 2026 frontier flagship, succeeding GPT-5.6 Sol. It has a 1.05M token context window, 128k max output, and reasoning effort tiers...
- God's Eye View: A Spy Satellite Simulator in Your Browser with Real OSINT Data
September 11, 2026God's Eye View is an open source browser-based intelligence console for planet Earth. It renders a photorealistic 3D globe with live aircraft, ships, satellites, earthquakes,...
- Understanding Kimi Delta Attention: The Linear Attention Powering Kimi K3
September 11, 2026Kimi Delta Attention (KDA) is Moonshot AI's linear attention module that extends Gated DeltaNet with fine-grained, channel-wise diagonal gating and a specialized DPLR chunkwise algorithm....
- Verilator: The Fastest Open Source Verilog and SystemVerilog Simulator
September 11, 2026Verilator is the fastest Verilog and SystemVerilog simulator, open source under LGPL-3.0 and Artistic-2.0, guided by the CHIPS Alliance under the Linux Foundation. Rather than...
- nano-kpu: The Inference Chip Kimi-K3 Designed for Itself
September 11, 2026nano-kpu is the RTL design of a nano-scale hybrid-architecture inference chip, designed and implemented fully by Kimi-K3, released by Moonshot AI under Apache 2.0. The...
- AutoHedge: An Autonomous Agent Hedge Fund Powered by Swarm Intelligence
September 08, 2026AutoHedge is an enterprise-grade autonomous agent hedge fund that trades on your behalf. It combines swarm intelligence and specialised AI agents to perform end-to-end market...
- Claude Commerce Agents: Anthropic's Open-Source Blueprint for Shopping and Merchant AI Agents
September 08, 2026Claude Commerce Agents is Anthropic's open-source reference implementation for building production commerce agents on Claude. Two agents (a customer-facing shopping agent and a staff-facing merchant...
- Code-Graph-RAG: Graph-Based Retrieval-Augmented Generation for Multi-Language Codebase Intelligence
September 08, 2026Code-Graph-RAG parses a multi-language codebase with Tree-sitter, builds a knowledge graph of its structure in Memgraph, and lets you query, edit, and optimise that code...
- Magnitude: An Open Source Local Model Inference Server Tuned for Apple Silicon
September 08, 2026Magnitude is an open source inference server for Apple silicon that profiles your Mac, recommends the best models for it, then downloads, tunes, and runs...
- Marketing Skills: A Collection of 48 AI Agent Skills for Marketing Tasks by Corey Haines
September 08, 2026Marketing Skills is a collection of 48 AI agent skills focused on marketing tasks, built for technical marketers and founders who want AI coding agents...
- OpenClaude: An Open-Source Coding-Agent CLI for Cloud and Local Model Providers
September 08, 2026OpenClaude is an open-source coding-agent CLI that unifies cloud APIs and local model backends behind one terminal-first workflow. It supports OpenAI-compatible APIs, Gemini, GitHub Models,...
- Prime Agent: A Self-Improving RLM Harness for Long-Running Coding and Research Work
September 08, 2026Prime Agent is an open-source coding and research agent built around two core abstractions: the Recursive Language Model (RLM), which treats context as variables and...
- RF-DETR: Roboflow's Real-Time Detection Transformer for Object Detection, Segmentation, and Keypoints
September 08, 2026RF-DETR is a real-time transformer architecture for object detection, instance segmentation, and keypoint detection developed by Roboflow. Built on a DINOv2 vision transformer backbone and...
- Semantica: Graph-Native Infrastructure for Context and Accountable AI Systems
September 08, 2026Semantica is an open-source, developer-first knowledge infrastructure layer for AI agents and decision systems, positioned as an alternative to expensive enterprise context platforms. It ingests...
- Understanding Multihead Attention in LLaMA: From First Principles to RoPE, GQA, and KV Cache
September 08, 2026Multihead attention is the mechanism that lets a transformer look at every other token in a sequence when producing a representation for the current token....
- X Algorithm: The Open-Source For You Feed Ranking System from xAI
September 08, 2026The xai-org/x-algorithm repository contains the core code that determines which posts a viewer sees in the For You feed on X. The system combines in-network...
- Buzz: Block's Self-Hosted Workspace Where Humans and AI Agents Build Together
September 07, 2026Buzz is Block's open-source, self-hostable workspace built on a Nostr relay where humans and AI agents share the same rooms, sign with the same identity...
- CowAgent: Open-Source Super AI Assistant and Agent Harness Reference Implementation
September 07, 2026CowAgent is an open-source super AI assistant that plans tasks, controls your computer, runs Skills, builds a personal knowledge base and long-term memory, and self-evolves...
- WeKnora: Tencent's Open-Source Knowledge Framework with RAG, ReAct Agents and Auto-Wiki
September 07, 2026WeKnora is Tencent's open-source, LLM-powered enterprise knowledge framework that turns scattered documents into a queryable, reasoning-capable, self-maintaining knowledge asset. Built around three core capabilities -...
- Grok Build: SpaceXAI's Terminal-Based AI Coding Agent in Rust
September 06, 2026Grok Build is SpaceXAI's full-screen terminal AI coding agent — a Rust TUI that understands your codebase, edits files, executes shell commands, searches the web,...
- DeepSeek Harness: The Everything-Is-a-Plugin Agent Harness Powered by Cordis
September 05, 2026DeepSeek Harness (dsh) is an open-source agent harness built on an everything-is-a-plugin architecture powered by Cordis, a meta-framework for spatiotemporal composability. Every part of the...
- WeMM-Embedding: Tencent's Universal Multimodal Embedding Family from WeChat Vision
September 04, 2026WeMM-Embedding is a family of universal multimodal embedding models from Tencent's WeChat Vision team that provides unified representations for text, images, videos, visual documents, and...
- OpenMAIC: The Open-Source Multi-Agent Interactive Classroom from Tsinghua
September 03, 2026OpenMAIC turns any topic or document into a rich, interactive classroom experience with AI teachers, AI classmates, slides, quizzes, simulations, and project-based learning — powered...
- TimesFM: A Decoder-Only Foundation Model for Time-Series Forecasting
September 03, 2026Google Research's TimesFM treats time-series forecasting like language modeling — a patched decoder-only transformer pretrained on a massive time-series corpus that achieves near-SOTA zero-shot performance...
- VoiceStudio: The Open-Source Local ElevenLabs Alternative with 646 Languages
September 03, 2026VoiceStudio is a fully-local voice cloning, video dubbing, dictation, and audiobook creation platform with 16 TTS engines, 11 ASR engines, and 646-language support — no...
- Unlimited OCR: Constant KV-Cache for One-Shot Long-Horizon Document Parsing
September 02, 2026Baidu's Unlimited-OCR uses Reference Sliding Window Attention to keep the KV cache constant throughout decoding, enabling transcription of dozens of pages in a single 32K-token...
- Catch2: The Natural C++ Testing Framework with Expression Decomposition
September 01, 2026A deep dive into Catch2, the C++ unit testing framework that uses natural expression decomposition, self-registering test cases, sections for fixture-free setup sharing, and a...
- MiniMind: Train a 64M-Parameter LLM From Scratch in 2 Hours
September 01, 2026Learn how MiniMind implements the complete LLM training pipeline - from tokenizer training through pretraining, SFT, LoRA, DPO, and GRPO/Agentic RL - using pure PyTorch...
- colibri: Run 744B MoE Models on Consumer Hardware in Pure C
September 01, 2026Learn how colibri streams frontier Mixture-of-Experts models (744B to 2.8T parameters) from disk using a single C file, treating VRAM, RAM, and NVMe as one...
- pdf-inspector: Fast Rust PDF Classification and Text Extraction
September 01, 2026Learn how Firecrawl's pdf-inspector detects text-based vs scanned PDFs in 20ms, extracts text with position awareness, and converts to clean Markdown - with selective OCR...
- abseil-cpp: Google's Foundation C++ Libraries for the Modern Standard
August 31, 2026A deep dive into abseil-cpp, Google's open-source C++ common libraries that augment the standard library with Swiss Table hash maps, absl::Status error handling, synchronization primitives,...
- meshoptimizer: Making 3D Meshes Smaller and Faster to Render
August 30, 2026A deep dive into meshoptimizer, the C/C++ library that optimizes triangle meshes for GPU rendering through vertex cache optimization, overdraw reduction, meshlet clusterization, and lossless...
- yaml-cpp: A Complete YAML 1.2 Parser and Emitter in C++
August 30, 2026A deep dive into yaml-cpp, the C++ library that parses and emits YAML 1.2 documents through a scanner-tokenizer, event-driven parser, reference-counted node graph, and state-machine...
- PyShine Screen Recorder: Native C++ Engine for Perfect A/V Sync
August 28, 2026A professional screen recorder built with PyQt6 and a native C++ engine featuring DXGI Desktop Duplication, WASAPI audio capture, and guaranteed A/V synchronization.
- Needle 2: A 14MB Foundation Model for Tiny Devices
August 27, 2026Needle 2 is a 45M-parameter tool-calling model compressed to a single 14MB binary that runs in 28MB of RAM. Built on Simple Attention Networks and...
- dotnet/skills: Microsoft's 80+ AI Agent Skills for .NET, C#, and MSBuild, Explained
August 23, 2026Microsoft's dotnet/skills repository ships 15 plugins with 80+ skills and 13 custom agents that teach Claude Code, Copilot CLI, Cursor, and Codex CLI how to...
- System Prompts Leaks: The Hidden Rules Powering ChatGPT, Claude, Gemini, Grok & 30+ AI Agents, Exposed
August 21, 2026A 55,997-star public archive has captured 200+ verbatim system prompts from Anthropic, OpenAI, Google, xAI, Microsoft, Meta, Perplexity and 25 more providers. The Washington Post...
- OfficeCLI - The Office Suite Built for AI Agents
August 20, 2026OfficeCLI is the world's first Office suite purpose-built for AI agents. Read, edit, and automate Word, Excel, and PowerPoint files with a single 50 MB...
- LLM Alignment: RLHF, DPO, and How Models Learn to Be Helpful
August 17, 2026Learn how modern LLMs go from predicting the next token to being helpful, harmless, and honest assistants. Explore the three-stage alignment pipeline: Supervised Fine-Tuning (SFT),...
- Parameter-Efficient Fine-Tuning: LoRA, QLoRA, and Adapter Methods
August 16, 2026Learn how Parameter-Efficient Fine-Tuning (PEFT) methods like LoRA and QLoRA let you adapt a 70B model to your domain on a single GPU by training...
- Mixture of Experts: How LLMs Scale to Trillions Without Slowing Down
August 14, 2026How Mixture of Experts (MoE) breaks the link between model size and inference cost, from the original sparsely-gated MoE layer and Switch Transformer to Mixtral...
- Positional Encoding: How LLMs Know Word Order Without Recurrence
August 12, 2026How transformers inject position information into self-attention, from the original sinusoidal functions and learnable embeddings to modern Rotary Position Embedding (RoPE), ALiBi, and the long-context...
- MCP vs API: Why Traditional REST Endpoints Are Failing AI Agents
August 11, 2026Why REST APIs and raw function calling break down when you connect LLMs to dozens of services, and how Anthropic's open Model Context Protocol (MCP)...
- I Built an LLM From Scratch: 30M Parameters, 4 Hours, 1 GPU
August 10, 2026A first-person account of building and training a small GPT from scratch in PyTorch: BPE tokenizer, transformer blocks, training loop, loss curves, and the lessons...
- LLM Quantization: Running 70B Models on a Laptop with FP16, INT8, and INT4
August 10, 2026A practical guide to LLM quantization covering FP16, INT8, INT4, GGUF, AWQ, GPTQ, and bitsandbytes. Learn how to shrink a 70B model from 280GB to...
- LLM Sampling and Decoding Strategies: Temperature, Top-k, Top-p, Min-p, and Beam Search
August 10, 2026A practical guide to LLM decoding covering greedy search, beam search, temperature, top-k, top-p (nucleus), min-p sampling, and repetition penalties. Learn how to tune generation...
- LLM Attention Mechanism: The Heart of the Transformer
August 09, 2026Understand self-attention, multi-head attention, grouped-query attention (GQA), and causal masking -- the core mechanism that lets LLMs decide what to focus on when processing text....
- LLM Decode Deep Dive: KV-Cache, GPU VRAM, and the Memory Bottleneck
August 09, 2026Understand how the KV-cache maps to GPU VRAM during LLM decoding, why decode is memory-bandwidth-bound, and how PagedAttention, FlashAttention, and KV cache quantization solve the...
- LLM Prompt vs Decode: Understanding the Two Phases of LLM Inference
August 09, 2026Learn the critical difference between the prompt (prefill) and decode (autoregressive) phases of LLM inference, why they have fundamentally different performance characteristics, and how decoding...
- LLM Tokenization: How Text Becomes Numbers
August 09, 2026Learn how LLMs convert human text into numbers using Byte-Pair Encoding (BPE), why tokenization affects cost and performance, and how vocabulary size, special tokens, and...
- LLM Training Pipeline: From Pretraining to RLHF and DPO
August 09, 2026Understand the three-stage LLM training pipeline: pretraining on trillions of tokens, supervised fine-tuning for instruction following, and RLHF/DPO for alignment with human preferences.
- AI Coding FAQ: 20 Most Asked Questions in 2026
August 08, 2026The definitive 2026 FAQ answering the top 20 searched questions about AI coding agents, LLMs, MCP, RAG, local inference, fine-tuning, benchmarks, and the modern AI...
- AI for Beginners: Microsoft's Free 12-Week Curriculum From Symbolic AI to Multi-Agent Systems
August 08, 2026Microsoft's AI for Beginners is a 12-week, 24-lesson curriculum covering AI fundamentals, neural networks, computer vision, NLP, genetic algorithms, reinforcement learning, and AI ethics. Hands-on...
- AirLLM: Run 70B LLMs on a 4GB GPU Without Quantization
August 08, 2026Learn how AirLLM runs 70B large language models on a single 4GB GPU card without quantization, distillation, or pruning. Explore MoE streaming, FP8 support, and...
- Code Review Graph: Local-First Code Intelligence for AI Assistants
August 08, 2026Discover how code-review-graph builds a structural map of your codebase using Tree-sitter, tracks changes incrementally, and delivers AI assistants precise context via MCP — reducing...
- Data Engineering Handbook: A Complete Guide to Becoming a Data Engineer
August 08, 2026A comprehensive guide to the DataExpert-io/data-engineer-handbook open-source repository covering books, bootcamps, communities, tools, and the full learning path from beginner to advanced.
- DevOps Interview Guide - Real Questions from 2025 and 2026
August 08, 2026A community-driven collection of 151 real DevOps, SRE, and Cloud engineering interview write-ups from 85 companies. See the exact questions candidates were asked in 2025...
- DwarfStar (ds4): A Native Inference Engine for DeepSeek V4 Flash
August 08, 2026DwarfStar is a small native inference engine by Salvatore Sanfilippo, optimized first for DeepSeek V4 Flash. This guide covers its architecture, backends, performance, installation, and...
- Embabel Agent Framework: Goal-Oriented AI Agents on the JVM
August 08, 2026A deep dive into the Embabel Agent Framework, a JVM agentic AI framework created by Spring founder Rod Johnson. Learn how its non-LLM planning engine,...
- Kaneo: Open-Source Project Management Platform
August 08, 2026A free, open-source, self-hosted project management platform focused on simplicity and speed. Built with Hono, React, PostgreSQL, and Docker for teams that want an invisible...
- OpenCut: A Free and Open Source Video Editor for Web, Desktop, and Mobile
August 08, 2026OpenCut is an open source alternative to CapCut, rewritten around a Rust core, a plugin-first architecture, an MCP server for AI agents, and a headless...
- OpenSEO: An Open-Source Pay-As-You-Go Alternative to Semrush and Ahrefs
August 08, 2026OpenSEO is an open-source SEO platform that replaces expensive Semrush and Ahrefs subscriptions with a pay-as-you-go model you control. Bring your own DataForSEO API key,...
- OpenWork: Share AI Workflows Across Agents and Teams
August 08, 2026OpenWork is a free, open-source desktop app for sharing AI workflows. Learn how to install it, wire it into Claude Code, Codex, Cursor, and OpenCode,...
- Pi Web: A Local Web UI for the Pi Coding Agent
August 08, 2026Learn how Pi Web gives the pi coding agent a browser workspace with session browsing, real-time chat, model configuration, skill management, and project file preview....
- Prime Agent: A Self-Improving RLM Agent for Long-Running Coding and Research
August 08, 2026Prime Agent is an open-source coding and research agent built around the Recursive Language Model and a Continual Harness. Learn how persistent IPython, native subagents,...
- Reverse Skill: A Cybersecurity Skills Router for AI Agents
August 08, 2026Reverse Skill is a routing engine that directs AI agents to the right tools and methodologies for security tasks — from APK analysis and binary...
- TencentDB Agent Memory: Team-Level Memory Hub for AI Agents
August 08, 2026TencentDB Agent Memory is a team-level memory hub for AI Agents that stores conversations, docs, decisions, and workflows. Supports Claude Code, CodeBuddy, multiple LLM providers,...
- Awesome LLM Apps: 100+ Open-Source AI Agents, Agent Skills, and RAG Apps
August 07, 2026Discover Awesome LLM Apps — a curated collection of 100+ hand-built, end-to-end tested open-source AI agents, agent skills, and RAG apps. Apache-2.0 licensed, multi-model compatible....
- Which Ollama Local Model is Best? Dates Palm Tree SVG Comparison (17 Models)
August 05, 2026Compare 17 Ollama local models on a dates palm tree SVG prompt. Find the best LLM for Fibonacci and nature SVG scenes. You decide the...
- Which Ollama Local Model is Best? Nautilus Shell SVG Comparison (15 Models)
August 05, 2026Compare 15 Ollama local models on a nautilus shell SVG prompt. Find the best LLM for Fibonacci and nature SVG scenes. You decide the winner....
- Which Ollama Local Model is Best? Pineapple SVG Comparison (14 Models)
August 05, 2026Compare 14 Ollama local models on a pineapple SVG prompt. Find the best LLM for Fibonacci and nature SVG scenes. You decide the winner.
- Which Ollama Local Model is Best? Pinecone SVG Comparison (15 Models)
August 05, 2026Compare 15 Ollama local models on a pinecone SVG prompt. Find the best LLM for Fibonacci and nature SVG scenes. You decide the winner.
- Which Ollama Local Model is Best? Sunflower SVG Comparison (16 Models)
August 05, 2026Compare 16 Ollama local models on a sunflower SVG prompt. Find the best LLM for Fibonacci and nature SVG scenes. You decide the winner.
- Which Ollama Cloud Model is Best? Flying Helicopter SVG Comparison (14 Models)
July 30, 2026Compare 14 Ollama cloud models on a flying helicopter SVG prompt. Find the best LLM for aviation and mechanical SVG scenes. You decide the winner....
- Learn Ansible in a Single Post: A Complete Tutorial From Inventory and Playbooks to Roles, Vault, and Production
July 28, 2026A complete Ansible tutorial in one blog post. Covers the whole tool in 5 stages: inventory (hosts, groups, dynamic inventory, variables), playbooks (plays, tasks, YAML,...
- Learn Loki in a Single Post: A Complete Tutorial From Labels and LogQL to Promtail, Grafana, and Production
July 28, 2026A complete Grafana Loki tutorial in one blog post. Covers the whole system in 5 stages: labels (streams not indexed fields, low cardinality only, vs...
- Learn OAuth 2.0 and OIDC in a Single Post: A Complete Tutorial From Authorization Flows and Tokens to PKCE and Security Best Practices
July 28, 2026A complete OAuth 2.0 + OpenID Connect tutorial in one blog post. Covers the whole stack in 5 stages: roles (resource owner, client, authorization server,...
- Learn Packer in a Single Post: A Complete Tutorial From Builders and Provisioners to Immutable Images and CI/CD
July 28, 2026A complete HashiCorp Packer tutorial in one blog post. Covers the whole tool in 5 stages: templates (HCL2, source/build blocks, variables), builders (amazon-ebs, qemu, virtualbox,...
- Learn Prometheus in a Single Post: A Complete Tutorial From Metrics and the Pull Model to PromQL, Alerting, and Grafana
July 28, 2026A complete Prometheus tutorial in one blog post. Covers the whole system in 5 stages: metric types (counter, gauge, histogram, summary, labels, cardinality), the pull...
- Learn Traefik in a Single Post: A Complete Tutorial From Dynamic Routing and Middleware to ACME TLS and Production
July 28, 2026A complete Traefik tutorial in one blog post. Covers the whole reverse proxy in 5 stages: entrypoints (web :80, websecure :443), routers (Host/Path rules, priority,...
- Learn WebRTC in a Single Post: A Complete Tutorial From Signaling and ICE to Media, Data Channels, and SFU Scaling
July 28, 2026A complete WebRTC tutorial in one blog post. Covers the whole stack in 5 stages: signaling (offer/answer, SDP exchange, signaling server is not part of...
- Learn WebSocket in a Single Post: A Complete Tutorial From Handshake and Frames to Rooms, Scaling, and Production
July 28, 2026A complete WebSocket + real-time web tutorial in one blog post. Covers the whole stack in 5 stages: handshake (HTTP upgrade, Sec-WebSocket-Key, 101 Switching Protocols),...
- Learn Computer Architecture in a Single Post: A Complete Tutorial From CPU Pipeline and Memory Hierarchy to Cache and Multicore
July 27, 2026A complete Computer Architecture tutorial in one blog post. Covers the whole subject in 5 stages: the ISA (instruction set, registers, addressing modes), the CPU...
- Learn GraphQL in a Single Post: A Complete Tutorial From Schema and Queries to Resolvers, DataLoader, and Apollo Federation
July 27, 2026A complete GraphQL tutorial in one blog post. Covers the whole stack in 5 stages: schema (types, Query/Mutation roots, fields, scalars, non-null), queries (selection sets,...
- Learn Next.js App Router in a Single Post: A Complete Tutorial From Server Components and File-Based Routing to Caching and Server Actions
July 27, 2026A complete Next.js App Router tutorial in one blog post. Covers the whole framework in 5 stages: routing (app/ directory, layout.tsx, page.tsx, dynamic [param] segments,...
- Learn Nginx in a Single Post: A Complete Tutorial From Configuration and Reverse Proxy to TLS, Load Balancing, and Production
July 27, 2026A complete Nginx tutorial in one blog post. Covers the whole server in 5 stages: configuration (http/server/location nested blocks, directives, include), static file serving (root...
- Learn Probability and Statistics for Machine Learning in a Single Post: A Complete Tutorial From Distributions and Bayes to MLE and Bayesian Inference
July 27, 2026A complete Probability & Statistics for ML tutorial in one blog post. Covers the whole subject in 5 stages: foundations (sample space, events, independence, conditional...
- Learn RabbitMQ in a Single Post: A Complete Tutorial From Exchanges and Queues to Reliability, Streams, and Clustering
July 27, 2026A complete RabbitMQ tutorial in one blog post. Covers the whole broker in 5 stages: the broker flow (producer -> exchange -> queue -> consumer,...
- Which Ollama Cloud Model is Best? Elephant on a Skateboard SVG Comparison (14 Models)
July 27, 2026Compare 14 Ollama cloud models on a whimsical prompt: an elephant on a skateboard. Find the best LLM for funny animal SVG scenes. You decide...
- Which Ollama Cloud Model is Best? FIFA World Cup 2026 SVG Comparison (14 Models)
July 27, 2026Compare 14 Ollama cloud models on a trending prompt: FIFA Football World Cup 2026. Find the best LLM for complex branded SVG scenes. You decide...
- Which Ollama Cloud Model is Best? Baby Shark Fish SVG Comparison (14 Models)
July 26, 2026Compare 14 Ollama cloud models on a marine-life prompt: a baby shark fish. Find the best LLM for SVG animal art. You decide the winner....
- Which Ollama Cloud Model is Best? Cherry Blossom Trees SVG Comparison (14 Models)
July 26, 2026Compare 14 Ollama cloud models on a nature / scenery prompt: drawing cherry blossom trees with flowers. Find the best LLM for SVG art. You...
- Which Ollama Cloud Model is Best? Duck Driving a Jeep SVG Comparison (14 Models)
July 26, 2026Compare 14 Ollama cloud models side by side to find the best LLM for SVG generation. See how each model draws a duck driving a...
- Which Ollama Cloud Model is Best? Duck Programmer Debugging at 3AM SVG Comparison (14 Models)
July 26, 2026Compare 14 Ollama cloud models on a developer-culture prompt: a duck programmer debugging code at 3am with coffee. Find the best LLM for SVG art....
- Which Ollama Cloud Model is Best? Octopus Playing Chess SVG Comparison (14 Models)
July 26, 2026Compare 14 Ollama cloud models on a creative prompt: an octopus playing chess. Find the best LLM for complex SVG scenes. You decide the winner....
- Ollama Cloud Models SVG Comparison: A Duck Driving a Bicycle
July 25, 2026Asking 9 Ollama cloud models the same prompt and comparing the SVG artwork each one generates. A visual benchmark of SOTA LLM SVG generation.
- Ollama Cloud Models SVG Comparison: A Duck Jumping From a Plane
July 25, 2026Asking 9 Ollama cloud models to draw a duck jumping from a plane with a parachute. A visual benchmark of SOTA LLM SVG generation.
- Learn Apache Kafka in a Single Post: A Complete Tutorial From Topics and Partitions to Consumer Groups and Kafka Streams
July 20, 2026A complete Apache Kafka tutorial in one blog post. Covers the whole platform in 5 stages: topics (partitions, offsets, ordering), producers + consumers (write, read,...
- Learn Elasticsearch and OpenSearch in a Single Post: A Complete Tutorial From Inverted Indexes to Sharding and Query DSL
July 20, 2026A complete Elasticsearch / OpenSearch tutorial in one blog post. Covers the whole engine in 5 stages: documents (JSON, index, mapping), indexing (inverted index, analysis,...
- Learn GitLab CI/CD in a Single Post: A Complete Tutorial From Pipelines and Runners to Environments and Auto DevOps
July 20, 2026A complete GitLab CI/CD tutorial in one blog post. Covers the whole platform in 5 stages: basics (.gitlab-ci.yml, pipelines, stages, jobs), pipeline design (build/test/deploy, needs/DAG,...
- Learn Rust and Axum in a Single Post: A Complete Tutorial From Routing and Extractors to Tower Middleware and Deployment
July 20, 2026A complete Rust + Axum web backend tutorial in one blog post. Covers the whole framework in 5 stages: setup (Cargo, tokio, axum, first server),...
- Learn Compilers in a Single Post: A Complete Tutorial From Lexing and Parsing to IR Optimization and Code Generation
July 14, 2026A complete compilers tutorial in one blog post. Covers the whole pipeline in 5 stages: lexing (tokens, regex, finite automata, DFA), parsing (grammars, parse trees,...
- Learn Computer Networking in a Single Post: A Complete Tutorial From OSI Layers and TCP to DNS, TLS, and HTTPS
July 14, 2026A complete computer networking tutorial in one blog post. Covers the whole subject in 5 stages: fundamentals (OSI + TCP/IP models, IP addresses, ports, encapsulation),...
- Learn Cryptography in a Single Post: A Complete Tutorial From Symmetric and Asymmetric Encryption to Hashing, TLS, and Applied Security
July 14, 2026A complete cryptography tutorial in one blog post. Covers the whole field in 5 stages: symmetric encryption (AES, modes GCM/CBC, the key-sharing problem), asymmetric encryption...
- Learn Data Structures and Algorithms in a Single Post: A Complete DSA Tutorial From Big-O to Trees, Graphs, and Dynamic Programming
July 14, 2026A complete Data Structures and Algorithms tutorial in one blog post. Covers the whole subject in 5 stages: Big-O + basics (complexity analysis, arrays, strings),...
- Learn Deep Learning in a Single Post: A Complete Tutorial From Neural Networks and CNNs to Transformers and PyTorch Training
July 14, 2026A complete Deep Learning tutorial in one blog post. Covers the whole field in 5 stages: neural networks (neuron, activation, layers, forward/backward pass), training (loss,...
- Learn FastAPI in a Single Post: A Complete Tutorial From Path Operations and Pydantic to Async Databases and Production
July 14, 2026A complete FastAPI tutorial in one blog post. Covers the whole framework in 5 stages: basics (app, path operations, params, running), Pydantic (typed models, validation,...
- Learn GitHub Actions in a Single Post: A Complete Tutorial From Workflows and Jobs to Runners, Secrets, and Reusable Pipelines
July 14, 2026A complete GitHub Actions tutorial in one blog post. Covers the whole CI/CD system in 5 stages: workflows (YAML, triggers, .github/workflows), jobs + steps (parallel/sequential,...
- Learn HTML and CSS in a Single Post: A Complete Tutorial From Semantic Markup and the Box Model to Flexbox, Grid, and Responsive Design
July 14, 2026A complete HTML + CSS tutorial in one blog post. Covers both in 5 stages: HTML (elements, tags, attributes, semantic structure), CSS basics (selectors, cascade,...
- Learn Kubernetes in a Single Post: A Complete K8s Tutorial From Pods and Deployments to Services and Production Operations
July 14, 2026A complete Kubernetes tutorial in one blog post. Covers the whole platform in 5 stages: fundamentals (containers, pods, why K8s, kubectl basics), workload objects (Deployment,...
- Learn Linear Algebra for Machine Learning in a Single Post: A Complete Tutorial From Vectors and Matrices to SVD and Neural Network Weights
July 14, 2026A complete linear algebra for ML tutorial in one blog post. Covers the whole subject in 5 stages: vectors (magnitude, dot product, angle, projection), matrices...
- Learn Machine Learning in a Single Post: A Complete Tutorial From Supervised Learning and Clustering to Neural Networks and the ML Workflow
July 14, 2026A complete Machine Learning basics tutorial in one blog post. Covers the whole field in 5 stages: concepts (features, labels, train/test, bias-variance), supervised learning (regression,...
- Learn Node.js and Express in a Single Post: A Complete Tutorial From the Event Loop and Modules to Middleware and Production
July 14, 2026A complete Node.js + Express tutorial in one blog post. Covers the whole stack in 5 stages: the runtime (event loop, async I/O, V8, libuv...
- Learn Observability in a Single Post: A Complete Tutorial From Metrics, Logs, and Traces to OpenTelemetry and SLO Alerting
July 14, 2026A complete observability tutorial in one blog post. Covers the whole subject in 5 stages: metrics (counters, gauges, histograms, Prometheus), logs (structured logs, levels, correlation,...
- Learn Operating Systems in a Single Post: A Complete Tutorial From Processes and Scheduling to Virtual Memory and Concurrency
July 14, 2026A complete operating systems tutorial in one blog post. Covers the whole subject in 5 stages: processes (states, context switch, PCB, fork/exec/wait), scheduling (preemptive, priorities,...
- Learn PostgreSQL in a Single Post: A Complete Tutorial From Tables and Indexes to MVCC, Performance, and Operations
July 14, 2026A complete PostgreSQL tutorial in one blog post. Covers the whole database in 5 stages: basics (psql, tables, types, CRUD, joins), schema (constraints, indexes, relationships,...
- Learn REST API in a Single Post: A Complete HTTP and REST Tutorial From Requests and Methods to Status Codes and Production Design
July 14, 2026A complete REST API tutorial in one blog post. Covers the whole subject in 5 stages: HTTP fundamentals (TCP, request/response, headers, body, methods, URLs, HTTPS),...
- Learn React and Next.js in a Single Post: A Complete Tutorial From Components and Hooks to Server Components and Deployment
July 14, 2026A complete React + Next.js tutorial in one blog post. Covers the whole stack in 5 stages: components (JSX, props, composition), hooks (useState, useEffect, useRef,...
- Learn Redis in a Single Post: A Complete Tutorial From Data Structures and Caching to Persistence, Patterns, and Clustering
July 14, 2026A complete Redis tutorial in one blog post. Covers the whole system in 5 stages: data structures (strings, lists, sets, hashes, sorted sets, streams), persistence...
- Learn System Design in a Single Post: A Complete Tutorial From Scaling and Caching to CAP, Sharding, and the Design Interview
July 14, 2026A complete system design tutorial in one blog post. Covers the whole subject in 5 stages: requirements (functional/non-functional, scale, read/write ratio), building blocks (load balancer,...
- Learn Tailwind CSS in a Single Post: A Complete Tutorial From Utility Classes and Theme Tokens to Responsive Design and Components
July 14, 2026A complete Tailwind CSS tutorial in one blog post. Covers the whole framework in 5 stages: utilities (spacing, color, typography, layout classes), the design system...
- Learn Terraform in a Single Post: A Complete Tutorial From HCL and State to Modules, Providers, and Infrastructure as Code
July 14, 2026A complete Terraform tutorial in one blog post. Covers the whole tool in 5 stages: basics (HCL, resources, blocks, providers), state (terraform.tfstate, backends, locking, drift,...
- Learn WebAssembly in a Single Post: A Complete Tutorial From Modules and Memory to WASI and the Component Model
July 14, 2026A complete WebAssembly tutorial in one blog post. Covers the whole platform in 5 stages: concepts (what wasm is, sandboxed, portable, near-native speed), the text...
- Learn gRPC and Protobuf in a Single Post: A Complete Tutorial From Protobuf Schemas and Codegen to Streaming RPC and Production
July 14, 2026A complete gRPC + Protobuf tutorial in one blog post. Covers the whole stack in 5 stages: proto (messages, fields, enums, packages), codegen (protoc ->...
- Learn Bash in a Single Post: A Complete Bash Tutorial From Variables and Pipelines to Functions and Robust Scripts
July 13, 2026A complete Bash tutorial in one blog post. Covers the whole language in 5 stages: fundamentals (shebang, echo, variables, command substitution), pipelines + redirection (pipes,...
- Learn Docker in a Single Post: A Complete Docker Tutorial From Containers and Dockerfiles to Volumes and Compose
July 13, 2026A complete Docker tutorial in one blog post. Covers the whole platform in 5 stages: fundamentals (containers vs images, docker run/pull/ps/exec/logs), Dockerfile + build (FROM/RUN/COPY/CMD,...
- Learn Git in a Single Post: A Complete Git Tutorial From Commits and Branches to Rebase and Pull Request Workflows
July 13, 2026A complete Git tutorial in one blog post. Covers the whole tool in 5 stages: fundamentals (init/clone/status, add/commit/log, working tree vs staging vs repo, diff,...
- Learn the Linux Command Line in a Single Post: A Complete CLI Tutorial From Files and Processes to Permissions and Networking
July 13, 2026A complete Linux command-line tutorial in one blog post. Covers the whole CLI in 5 stages: navigation and files (pwd/ls/cd, cat/less/head/tail, cp/mv/rm/mkdir, touch/ln), find and...
- Learn Regex in a Single Post: A Complete Regular Expression Tutorial From Anchors and Quantifiers to Lookarounds and Backtracking
July 13, 2026A complete regex tutorial in one blog post. Covers the whole subject in 5 stages: literals and character classes (., [a-z], anchors ^ $ \b),...
- Learn SQL in a Single Post: A Complete SQL Tutorial From SELECT and JOINs to Window Functions and ACID Transactions
July 13, 2026A complete SQL tutorial in one blog post. Covers the whole language in 5 stages: fundamentals (SELECT/FROM/WHERE, data types, INSERT/UPDATE/DELETE, ORDER BY/LIMIT), joins + grouping...
- AI Berkshire: A Value-Investing Multi-Agent Research Framework for Claude Code
July 11, 2026AI Berkshire turns one person plus Claude Code or Codex into an investment research team by encoding the methodologies of Buffett, Munger, Duan Yongping, and...
- Archify: An Agent Skill That Turns Plain English into Shareable Technical Diagrams
July 11, 2026Archify is an agent skill for Claude Code, Codex CLI, and opencode that generates self-contained HTML diagrams from plain-English descriptions. With 3.6k stars, it outputs...
- DesktopCommanderMCP: Terminal and Filesystem Control for Claude
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- Hiring Agent: An Open-Source AI Resume Evaluation Pipeline from HackerRank
July 11, 2026Hiring Agent from interviewstreet (HackerRank) turns a resume PDF into a fair, explainable score by combining PyMuPDF extraction, GitHub enrichment, and an LLM evaluator with...
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July 11, 2026A complete C# tutorial in one blog post. Covers the whole language in 5 stages: fundamentals (types, var, control flow, methods), OOP (class vs struct,...
- Learn C++ in a Single Post: A Complete Modern C++ Tutorial and Quick-Start Roadmap
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- Learn Dart in a Single Post: A Complete Dart Tutorial from Null Safety and Futures to Flutter Widgets and Async Streams
July 11, 2026A complete Dart tutorial in one blog post. Covers the whole language in 5 stages: fundamentals (main, var/final/const, types, control flow, named/optional args), null safety...
- Learn Elixir in a Single Post: A Complete Elixir Tutorial from Pattern Matching and Pipes to OTP and Phoenix LiveView
July 11, 2026A complete Elixir tutorial in one blog post. Covers the whole language in 5 stages: fundamentals (iex, atoms, tuples, lists, maps, pattern matching as assignment,...
- Learn Go in a Single Post: A Complete Go Tutorial from Goroutines and Channels to Generics and the Toolchain
July 11, 2026A complete Go tutorial in one blog post. Covers the whole language in 5 stages: fundamentals (packages, vars, control flow), composite types (slices, maps, structs,...
- Learn Haskell in a Single Post: A Complete Haskell Tutorial from Purity and Laziness to Typeclasses and Monads
July 11, 2026A complete Haskell tutorial in one blog post. Covers the whole language in 5 stages: fundamentals (functions, types, ghci, control flow, lists/tuples), purity + laziness...
- Learn Java in a Single Post: A Complete Java Tutorial from OOP and Streams to Virtual Threads and the JVM
July 11, 2026A complete Java tutorial in one blog post. Covers the whole language in 5 stages: fundamentals (primitives, methods, control flow), OOP (classes, interfaces, inheritance, polymorphism,...
- Learn JavaScript and TypeScript in a Single Post: A Complete Tutorial from Event Loop to Type System
July 11, 2026A complete JavaScript + TypeScript tutorial in one blog post. Covers both languages in 5 stages: JavaScript core (vars, types, this, closures), modern ES6+ (modules,...
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July 11, 2026A complete Kotlin tutorial in one blog post. Covers the whole language in 5 stages: fundamentals (val/var, type inference, control flow, functions), null safety +...
- Learn Lua in a Single Post: A Complete Lua Tutorial from Tables and Closures to Metatables and Coroutines
July 11, 2026A complete Lua tutorial in one blog post. Covers the whole language in 5 stages: fundamentals (lua REPL, locals, types, control flow, functions, multiple returns),...
- Learn Python in a Single Post: A Complete Python Tutorial from Basics to Async and Type Hints
July 11, 2026A complete Python tutorial in one blog post. Covers the whole language in 5 stages: fundamentals, idiomatic Python (comprehensions, generators, context managers), the data model...
- Learn Ruby in a Single Post: A Complete Ruby Tutorial from Blocks and Mixins to Metaprogramming and Rails
July 11, 2026A complete Ruby tutorial in one blog post. Covers the whole language in 5 stages: fundamentals (everything is an object, variables, symbols, control flow), OOP...
- Learn Rust in a Single Post: A Complete Rust Tutorial from Ownership to Async
July 11, 2026A complete Rust tutorial in one blog post. Covers the whole language from fundamentals through the ownership+borrow checker, structs and enums, traits and generics, iterators,...
- Learn Scala in a Single Post: A Complete Scala Tutorial from Case Classes and Traits to Type Classes and Effect Systems
July 11, 2026A complete Scala tutorial in one blog post. Covers the whole language in 5 stages: fundamentals (val/var, type inference, control flow, methods), collections + FP...
- Learn Swift in a Single Post: A Complete Swift Tutorial from Optionals and Protocols to Async Actors and SwiftUI
July 11, 2026A complete Swift tutorial in one blog post. Covers the whole language in 5 stages: fundamentals (let/var, types, control flow, closures), optionals + collections (Optional
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July 11, 2026no-mistakes is a local git proxy that sits between your working branch and the real remote. Push to it instead of origin, and it spins...
- Stitch Skills: Google Labs' Agent Skills Bridge for Design-to-Code with Stitch
July 11, 2026Stitch Skills is a collection of agent skills and plugins from Google Labs that connect AI coding agents (Codex, Antigravity, Gemini CLI, Claude Code, Cursor)...
- TREK: A Self-Hosted, Real-Time Collaborative Travel Planner with MCP Built In
July 11, 2026TREK is an open-source, self-hosted travel planner with real-time collaboration, interactive maps, budget splitting, packing lists, journaling, and a built-in MCP server that exposes 150+...
- Tailscale's Open-Source Client: A WireGuard Mesh VPN with the Data Plane Fully Open
July 11, 2026Tailscale builds a zero-config WireGuard mesh VPN where devices connect peer-to-peer across NAT and firewalls, authenticated by SSO + 2FA. With 33.8k stars and a...
- Node.js, NVM, and Claude Code: The Complete Installation Guide
July 10, 2026Master Node.js version management with NVM and get Claude Code running on your machine. Covers nvm install, nvm use, nvm deactivate, node -v, and all...
- Astryx: Meta's Open Source Design System With 150+ Components, Built for Humans and AI Agents
July 09, 2026Discover Astryx, Meta's open source design system with 150+ accessible React components, 7 themes, agent-ready CLI, and zero styling lock-in. Built on React and StyleX....
- Claude Code Cheat Sheet 2026: The Complete Quick Reference
July 09, 2026The definitive Claude Code cheat sheet covering all CLI commands, slash commands, skills, hooks, subagents, MCP, permissions, and best practices. Updated for Claude Code v2.1.195+....
- Claude Skills: 345+ Skills and Agents for AI Coding Assistants
July 09, 2026Discover Claude Skills, the ultimate collection of 345+ skills, 30+ agents, and 70+ commands for Claude Code, Codex, Gemini CLI, Cursor, and 8+ more AI...
- Claude Video: Give Claude Code the Ability to Watch and Understand Any Video
July 09, 2026- CubeSandbox: Instant, Secure & Lightweight Sandbox for AI Agents
July 09, 2026Discover CubeSandbox by Tencent Cloud — the open source sandbox service that provides instant, concurrent, and secure code execution environments for AI agents.
- FluidVoice: On-Device Voice Dictation With AI Enhancement for macOS
July 09, 2026Discover FluidVoice, the open source macOS dictation app with on-device STT, custom AI enhancement, and support for 7 speech models including Parakeet and NeMo.
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July 09, 2026Learn how to build low-latency voice agents with HuggingFace's speech-to-speech pipeline - fully modular, OpenAI Realtime-compatible, and runs locally with open-source models.
- AI Website Cloner: Clone Any Website With One Command Using AI Coding Agents
July 08, 2026Learn how AI Website Cloner reverse-engineers any website into a clean Next.js codebase using a multi-agent AI pipeline — one command, pixel-perfect output.
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July 08, 2026- Orca: Agent Development Environment for Running a Fleet of Parallel AI Coding Agents
July 08, 2026- ZVec: Alibaba's Lightning-Fast In-Process Vector Database for AI Applications
July 08, 2026- OmniRoute: Free AI Gateway With 231+ Providers and One Unified Endpoint
July 07, 2026- OpenAI Codex Plugin for Claude Code: Bridging Two AI Coding Giants
July 07, 2026- Strix: AI-Powered Penetration Testing Tool That Finds and Fixes Vulnerabilities
July 07, 2026- Gas Town: Orchestrate 30+ AI Coding Agents in One Git-Backed Workspace
July 06, 2026- Meetily: The Privacy-First AI Meeting Assistant That Never Leaves Your Machine
July 05, 2026- Codex Plugin for Claude Code: Integrate OpenAI Codex into Your Workflow
July 05, 2026Learn how to use the Codex plugin for Claude Code to run code reviews, delegate tasks, and manage background jobs seamlessly.
- Iroh: Modular Networking Stack in Rust
July 02, 2026IP addresses break, dial keys instead. A Rust library for establishing direct connections between endpoints using dial-by-public-key instead of IP addresses.
- LMCache: A KV Cache Management Layer for Scalable LLM Inference
July 02, 2026Learn how LMCache reduces TTFT and improves throughput for LLM inference with tiered KV cache offloading, non-prefix reuse, PD disaggregation, and pluggable storage backends.
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July 02, 2026Meshery is the cloud native manager. Manage service meshes, Kubernetes clusters, and cloud native infrastructure with a unified platform.
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July 02, 2026An open-source alternative to Jira, Linear, Monday, and ClickUp. Modern project management platform to manage tasks, sprints, docs, and triage.
- SWC: Rust-Based Platform for the Web
July 02, 2026Learn how SWC's modular architecture, 20x faster compilation, and extensive ecosystem make it the next-generation tool for JavaScript and TypeScript development.
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June 30, 2026A Python automation tool for purchasing Bilibili event tickets with proxy rotation, multi-channel notifications, and precise NTP-synchronized timing.
- English Level Up Tips: A Complete Guide to English Learning and AI-Powered Skill Building
June 30, 2026An open-source guide covering English learning from mindset to mastery, AI-assisted learning loops with Gemini, ChatGPT, and Claude, and a personal recovery story of entrepreneurship...
- Turso: The SQLite-Compatible Edge Database Built in Rust
June 30, 2026Turso is a ground-up Rust rewrite of SQLite with native vector search, async I/O, concurrent writes, and WASM browser support -- the database for the...
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June 29, 2026Discover how SpiderFoot automates open source intelligence gathering with 200+ modules, a publisher/subscriber architecture, and YAML-based correlation rules -- the OSINT tool trusted by security...
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- Flue: Astro's Open Agent Harness Framework for Autonomous AI Agents
June 29, 2026Explore Flue, Astro's TypeScript harness framework for building autonomous AI agents with durable execution, sandbox isolation, and multi-deploy targets.
- FreeCodeCamp: Learn Programming, Math, and Computer Science for Free
June 29, 2026Explore freeCodeCamp's open-source curriculum platform - 450k+ stars, 6 certifications, and a complete learning path from beginner to advanced.
- Insomnia: Open-Source Cross-Platform API Client for GraphQL, REST, and More
June 29, 2026Explore Insomnia by Kong - the open-source API client supporting GraphQL, REST, WebSockets, SSE, and gRPC with 39k+ stars.
- Pake: Turn Any Webpage Into a Desktop App with Rust and Tauri
June 29, 2026Explore Pake, the Rust-powered CLI tool that turns any webpage into a lightweight cross-platform desktop app in one command. Learn installation, usage, features, and architecture....
- Penpot: The Open-Source Design Tool for Design and Code Collaboration
June 29, 2026Explore Penpot, the open-source design platform built with Clojure and ClojureScript that bridges the gap between designers and developers with real-time collaboration, design tokens, and...
- WorldMonitor: Real-Time Global Intelligence Dashboard with AI-Powered Situational Awareness
June 29, 2026Explore WorldMonitor, an open-source TypeScript dashboard for real-time global intelligence with AI news aggregation, dual map engines, country instability scoring, and local AI via Ollama....
- Chatwoot: Open-Source Omni-Channel Customer Support Platform
June 26, 2026Explore Chatwoot, the open-source customer support platform with 12 communication channels, Captain AI assistant, and enterprise-grade features. Learn how to deploy and customize it for...
- Stop Slop: The Open-Source Skill That Removes AI Writing Patterns From Your Prose
June 26, 2026Learn how stop-slop detects and eliminates 40+ banned phrases, 9 structural anti-patterns, and scores your writing on 5 dimensions. A Claude Code skill that makes...
- Apple Container - Lightweight VM-Based Linux Containers on macOS
June 25, 2026Learn how Apple Container uses per-container lightweight VMs to provide secure, isolated Linux containers on macOS with sub-second boot times and OCI compatibility.
- Cognee: The Open-Source AI Memory Platform That Gives Agents Persistent Long-Term Memory
June 24, 2026Learn how Cognee provides AI agents with persistent long-term memory using a three-store architecture combining relational, vector, and graph storage. Ingest any format, build knowledge...
- FreeLLMAPI: OpenAI-Compatible Proxy Stacking 16 Free LLM Providers
June 22, 2026Learn how FreeLLMAPI provides an OpenAI-compatible API proxy that stacks 16+ free LLM providers for zero-cost AI access with smart routing and automatic fallover.
- OpenMontage - Agentic Video Production System with 12 Pipelines and 500+ Skills
June 22, 2026Learn how OpenMontage turns your AI coding assistant into a full video production studio with 12 pipelines, 52 tools, and 500+ agent skills.
- Palmier Pro: The Open Source macOS Video Editor Built for AI
June 22, 2026Learn how Palmier Pro integrates AI agents via MCP, on-device transcription, and visual search into a Swift-native video editor for macOS Tahoe.
- System Prompts Leaks: Prompt Engineering and Security Insights
June 22, 2026Explore the system_prompts_leaks repository with 44,378 stars - a comprehensive collection of system prompts from 11+ AI providers. Learn prompt engineering patterns, security considerations, and...
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June 19, 2026Discover how codebase-memory-mcp indexes 158 languages into a persistent knowledge graph that cuts AI agent token usage by 99.2%. Pure C, zero dependencies, 14 MCP...
- Guizang Social Card Skill: Claude Code Skill for Xiaohongshu/WeChat Social Cards
June 19, 2026Learn how Guizang Social Card Skill turns AI agents into magazine-quality social card designers with 28 layouts, 10 themes, dual Editorial/Swiss visual systems, and Playwright...
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June 19, 2026Learn how Hermes Desktop wraps the Hermes Agent CLI into a polished Electron app with 11+ LLM providers, 16 messaging gateways, 14 toolsets, and a...
- TencentDB Agent Memory: Fully Local Long-Term Memory for AI Agents
June 19, 2026Learn how TencentDB Agent Memory gives AI agents layered long-term memory with symbolic short-term compression. Cuts tokens by 61%, improves pass rates by 51%, fully...
- HuggingFace OpenEnv: RL Post-Training Environment Interface
June 18, 2026Learn how HuggingFace OpenEnv simplifies agentic RL post-training with Gymnasium-style APIs, isolated Docker environments, and one-command deployment to Hugging Face Spaces.
- PM Skills Marketplace: 68 AI-Powered Product Management Skills for Better Decisions
June 18, 2026Learn how PM Skills Marketplace brings 68 structured PM skills and 42 chained workflows to AI coding assistants. From discovery to strategy, execution, launch, and...
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June 18, 2026Learn how Ponytail uses a 6-rung laziness ladder to make AI coding agents write 80-94% less code. Works with Claude Code, Codex, Copilot CLI, and...
- Open Notebook: The Open Source NotebookLM Alternative with Multi-Model AI and Podcast Generation
June 17, 2026Discover Open Notebook, the privacy-focused open source alternative to Google NotebookLM. Self-hosted research assistant with 18+ AI providers, RAG search, multi-speaker podcasts, and full REST...
- Agent-Reach: Give Your AI Agent Eyes to Search the Entire Internet
June 16, 2026Learn how Agent-Reach enables AI agents to search and read Twitter, Reddit, YouTube, GitHub, Bilibili, and XiaoHongShu with zero API fees. Complete installation guide, architecture...
- Google Cloud Knowledge Catalog: AI-Powered Data Catalog and Metadata Management
June 16, 2026Learn how Google Cloud Knowledge Catalog provides an AI-powered data catalog with dynamic knowledge graphs, the Open Knowledge Format, Metadata as Code tools, and agent-ready...
- NVIDIA SkillSpector: Security Scanner for AI Agent Skills
June 16, 2026Learn how to use NVIDIA SkillSpector to scan AI agent skills for vulnerabilities, prompt injection, and malicious patterns. Covers 64 detection patterns, two-stage analysis, and...
- Scrapling: Adaptive Web Scraping with AI Element Tracking and 784x Faster Parsing
June 15, 2026Learn how Scrapling revolutionizes web scraping with adaptive element tracking that survives website changes, Cloudflare bypass out of the box, MCP server for AI integration,...
- DiffusionStudio Lottie: Generate Production-Ready Lottie Animations with AI Coding Agents
June 13, 2026Discover how DiffusionStudio Lottie uses Claude Code and Codex to generate production-ready Lottie animations from natural language, with Skottie rendering and live slot editing.
- FlashLib: GPU-Accelerated Classical ML with CPU-Only Cost Prediction
June 13, 2026- SmallCode: AI Coding Agent Optimized for Small LLMs Achieves 87% Benchmark
June 13, 2026Discover how SmallCode optimizes AI coding agents for 8B-35B parameter LLMs, achieving 87% on single-file coding benchmarks with a 4B-active MoE model through context budgeting,...
- Superlog: Open-Source AI Self-Healing Observability with OpenTelemetry
June 13, 2026Discover how Superlog combines OpenTelemetry observability with AI agents that automatically detect, diagnose, and self-heal software issues. Open-source, self-hosted, and built with TypeScript and React....
- ZeroStack: Minimal Rust Coding Agent with 16MB RAM
June 13, 2026ZeroStack is a minimal Rust coding agent that runs at 16MB RAM with 26MB binary. Learn how enum dispatch, feature gating, and custom TUI deliver...
- HTML-Anything: The Agentic HTML Editor with 75 Skills and 9 Surfaces
June 12, 2026Discover how HTML-Anything turns your local AI agent into an HTML design engine with 75 skills, 9 output surfaces, sandboxed preview, and 1-click export to...
- Hallmark: The Anti-AI-Slop Design Skill That Makes AI-Generated UI Look Professional
June 12, 2026Discover how Hallmark eliminates AI design slop in Claude Code, Cursor, and Codex. This open-source CSS design skill enforces professional typography, color, and layout rules...
- Microsoft Agent Governance Toolkit: Securing Autonomous AI Agents Against OWASP Top 10
June 12, 2026Learn how Microsoft Agent Governance Toolkit enforces policy, zero-trust identity, and execution sandboxing for autonomous AI agents. Covers all 10 OWASP Agentic Top 10 risks...
- OpenSquilla: Token-Efficient AI Agent with Higher Intelligence Density
June 12, 2026OpenSquilla is a token-efficient AI agent that delivers higher intelligence density within the same budget, featuring MCP integration, persistent memory, and a modular skills system...
- Open Code Review: Alibaba's Hybrid LLM Code Review Tool Battle-Tested at Scale
June 11, 2026Discover how Alibaba's open-source code review tool combines deterministic pipelines with LLM agents to deliver precise line-level comments, catching NPE, thread-safety, XSS, and SQL injection...
- Headroom: Slash LLM Token Usage by 60-95% Without Losing Quality
June 10, 2026Learn how Headroom compresses tool outputs, logs, files, and RAG chunks before they reach the LLM, reducing token usage by 60-95% while maintaining answer quality....
- GPT-Image-2 API and Prompt Engineering Guide - 763+ Curated Cases
June 09, 2026Master GPT-Image-2 API with 763+ curated prompt cases across e-commerce, ad creative, portrait photography, poster design, character design, and UI mockup categories.
- Open Design: The Open-Source Claude Design Alternative with 261 Plugins and 21 Agent CLIs
June 08, 2026Open Design is a local-first, agent-native design studio that runs 21 CLIs, 150+ design systems, and 261 plugins on your laptop with zero cloud lock-in....
- CodeGraph v2: 38K Stars Update — Token Optimization, New Platforms, and 5x Growth
June 04, 2026CodeGraph exploded from 7,600 to 38,745 stars in two weeks. This update covers token optimization (fewer tokens, fewer tool calls), 8+ platform support (Gemini CLI,...
- Heretic - Directional Ablation for Automatic Censorship Removal in Language Models
June 01, 2026- Agent-Browser: Fast Native Rust CLI for Browser Automation Built for AI Agents
June 01, 2026Agent-Browser from Vercel Labs is a 100% native Rust CLI for browser automation designed for AI agents, achieving 99x smaller install at 7 MB, 18x...
- Composio: 1000+ Toolkit Integration Platform for AI Agents
June 01, 2026Composio is an open-source toolkit integration platform providing 1000+ tool integrations for AI agents, with native support for OpenAI, LangChain, CrewAI, AutoGen, and more, featuring...
- Hermes WebUI: Multi-Panel Desktop Web App for AI Agent Interaction
June 01, 2026- Serena: The IDE for Your Coding Agent -- MCP Toolkit for Symbol-Level Code Intelligence
June 01, 2026Serena is an MCP toolkit that gives AI coding agents IDE-like capabilities through symbol-level operations, supporting 40+ languages via LSP, with semantic code retrieval, refactoring,...
- Supermemory: AI Memory Engine for Agents and Applications
June 01, 2026Learn how Supermemory provides a universal memory layer for AI agents and applications with multi-source connectors, vector search, and seamless integration with OpenAI, Anthropic, and...
- herdr: Rust Terminal Workspace & Agent Multiplexer for AI Coding Agents
June 01, 2026herdr is a Rust terminal workspace manager and agent multiplexer for AI coding agents — tmux-like multiplexing with agent awareness, workspaces, tabs, panes, real-time agent...
- iii: The Unified Backend Engine -- Three Primitives, Zero Integration Cost
June 01, 2026iii is a Rust-based backend engine that replaces your API framework, task queue, cron scheduler, event bus, state store, WebSocket server, and observability pipeline with...
- Compound Engineering Plugin: AI Skills and Agents That Make Each Unit of Work Easier Than the Last
May 30, 2026Learn how the Compound Engineering Plugin by Every brings 37 skills and 44 agents to Claude Code, Codex, Cursor, and 7 more platforms. Discover the...
- Inside Cursor's Official Plugin Ecosystem: Architecture, Patterns, and the Future of AI Coding Agent Extensibility
May 30, 2026Explore Cursor's official plugin marketplace — 13 plugins defining how AI coding agents are extended, orchestrated, and governed for developer workflows.
- Dograh AI: Open-Source Voice Agent Platform with Drag-and-Drop Workflow Builder
May 30, 2026Discover Dograh AI, the open-source voice agent platform with drag-and-drop workflow builder, Pipecat pipeline, multi-provider LLM/STT/TTS, and MCP server.
- ESM: Evolutionary Scale Modeling for Protein Language Models and Structure Prediction
May 30, 2026ESM from Chan Zuckerberg Biohub is a protein biology world model featuring ESMC language models up to 6B parameters, ESMFold2 structure prediction surpassing AlphaFold3 on...
- LiteParse: Fast Lightweight PDF Parsing with Bounding Boxes from LlamaIndex
May 30, 2026LiteParse by LlamaIndex is a fast PDF parser built in Rust with bounding boxes, pluggable OCR, and multi-language bindings for Python, Node.js, and WASM.
- Microsoft Agent Governance Toolkit: Deterministic Security for AI Agents
May 30, 2026Learn how Microsoft's Agent Governance Toolkit provides deterministic application-layer interception for AI agents, making misbehavior structurally impossible through policy-as-code, zero-trust identity, and OWASP Agentic Top...
- Stable-WorldModel: Reproducible World Model Research with Model-Predictive Control
May 30, 2026Stable-WorldModel is an open-source Python platform that unifies data collection, world model training, and model-predictive control evaluation across 30+ standardized environments with controllable factors of...
- 12-Factor Agents: Building Reliable LLM-Powered Software
May 29, 202612-Factor Agents defines 12 principles for building production-grade AI agents that are mostly deterministic software with LLM steps at the right points — from owning...
- AutoResearchClaw: Autonomous Research Pipeline From Idea to Paper
May 29, 2026Learn how AutoResearchClaw transforms research ideas into conference-ready papers using a 23-stage autonomous pipeline with multi-agent debate, self-healing experiments, and human-in-the-loop co-pilot mode.
- Sandcastle: Orchestrate AI Coding Agents in Isolated Sandboxes
May 29, 2026Sandcastle is a TypeScript library by Matt Pocock that orchestrates AI coding agents like Claude Code, Codex, and Cursor inside isolated Docker, Podman, or Vercel...
- Anthropic Cybersecurity Skills: 754 AI Agent Skills Mapped to Security Frameworks
May 28, 2026Learn how Anthropic Cybersecurity Skills provides 754 structured skills for AI agents mapped to MITRE ATT&CK, NIST CSF 2.0, and more. Installation guide, architecture, and...
- Anthropic Knowledge Work Plugins: Open Source Plugins for Claude Cowork
May 28, 2026Learn how Anthropic's knowledge-work-plugins extend Claude Cowork with open source plugins for knowledge workers. Installation guide, architecture, and real-world examples.
- Oh-My-Pi: AI Coding Agent for Terminal with Hash-Anchored Edits
May 28, 2026Learn how oh-my-pi brings AI-powered coding to the terminal with hash-anchored edits, LSP integration, Python support, browser tools, and subagent orchestration. Installation guide, architecture, and...
- Taste Skill: The Anti-Slop Frontend Framework That Makes AI Agents Design Like Pros
May 28, 2026Discover how Taste Skill's 13 portable agent skills, Three-Dial configuration system, and 50+ item Pre-Flight Check eliminate generic AI design output. Learn to install and...
- SwarmForge: Disciplined AI Agent Orchestration with tmux
May 27, 2026SwarmForge is a tmux-based AI agent orchestration platform by Uncle Bob that turns swarms of AI agents into reliable software engineers using git worktrees, layered...
- ECC - Everything Claude Code: The Complete Agentic Operator System
May 25, 2026Discover ECC, the harness-native operator system for Claude Code, Cursor, Codex, and more. 400+ skills, 61 agents, security auditing, and cross-harness parity.
- Understand Anything: Turn Any Codebase Into an Interactive Knowledge Graph
May 25, 2026Learn how Understand Anything uses a multi-agent pipeline and Tree-sitter + LLM hybrid analysis to transform codebases into interactive knowledge graphs. Works with Claude Code,...
- CopilotKit OpenGenerativeUI: Build Interactive AI-Generated UI with Open Source Framework
May 23, 2026CopilotKit OpenGenerativeUI is an open source framework where AI agents render interactive visualizations, charts, and widgets directly in your React app.
- NFSIISE: Open Source Need For Speed II SE Reimplementation with OpenGL and TCP Multiplayer
May 23, 2026NFSIISE is an open source wrapper that brings Need for Speed II SE to Linux, macOS, Windows, and Android with OpenGL rendering and TCP multiplayer...
- Reversa: Transform Legacy Systems Into Executable Specifications for AI Agents
May 23, 2026Reversa transforms legacy code into executable specifications for AI agents. Learn how this JavaScript tool bridges legacy systems and AI-driven development.
- Snaplii Agent to Merchant Payments: A Safe Tokenized Payment Layer for AI Agents
May 23, 2026Snaplii unlocks real-world commerce for AI agents with a safe, tokenized payment layer powered by 500+ merchant gift cards. Save up to 10% per transaction....
- Agent Rules Books: AGENTS.md Rules for AI Coding Agents from Classic Programming Books
May 21, 2026Discover Agent Rules Books, a curated collection of AGENTS.md rules distilled from 14 classic programming books for Codex, Cursor, and Claude Code agents.
- DeepSeek-Reasonix: DeepSeek-Native AI Coding Agent for Your Terminal with Prefix-Cache Stability
May 21, 2026DeepSeek-Reasonix is a DeepSeek-native terminal coding agent engineered around prefix-cache stability with 99.82% cache hit rates and flash-first cost control.
- Gemma Chat: Local AI Coding Agent for Apple Silicon Powered by Gemma 4 via MLX
May 21, 2026Gemma Chat is a fully offline AI coding agent for macOS Apple Silicon that runs Google's Gemma 4 locally via MLX. Build multi-file projects with...
- AI Engineering from Scratch: 428 Lessons, 20 Phases, From Linear Algebra to Autonomous Agent Swarms
May 20, 2026AI Engineering from Scratch is a comprehensive open-source curriculum that takes you from math foundations to multi-agent systems in 428 lessons across 20 phases. Every...
- CLI-Anything: Making ALL Software Agent-Native with Automated CLI Generation
May 20, 2026CLI-Anything by HKUDS transforms any software into agent-native tools through a 7-phase automated CLI generation pipeline. 38.2K stars, 18+ apps, 2,280+ passing tests, and support...
- Claude Code Plugins Official: The Definitive Directory of 100+ Extensions for AI Coding
May 20, 2026Anthropic's official Claude Code Plugins Directory offers 100+ plugins from 50+ enterprise partners including AWS, Azure, Adobe, and MongoDB. Discover how to install, build, and...
- CodeGraph: Pre-Indexed Code Knowledge Graph for AI Coding Agents
May 20, 2026CodeGraph supercharges Claude Code, Cursor, Codex CLI, and opencode with a pre-indexed semantic code knowledge graph. Achieve 94% fewer tool calls and 77% faster code...
- ViMax: Agentic Video Generation - Multi-Agent Framework for End-to-End Video Creation
May 20, 2026ViMax by HKUDS is a multi-agent video generation framework that transforms raw ideas, novels, and scripts into complete videos with character consistency, storyboarding, and automated...
- DeepClaude: Use Claude Code with DeepSeek V4 Pro at 17x Lower Cost
May 19, 2026Learn how DeepClaude lets you run Claude Code's autonomous agent loop with DeepSeek V4 Pro, OpenRouter, or any Anthropic-compatible backend. Same UX, 17x cheaper -...
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May 19, 2026Learn how OpenClaude-Portable lets you run Claude Code from a USB drive or any directory with 9 AI providers, zero footprint, a local speed proxy,...
- Aether: AI Agent for Android Device Automation
May 18, 2026- Book-to-Skill: Convert Book PDFs into Claude Code Skills
May 18, 2026- DeepSeek-Reasonix: DeepSeek-Native Terminal Coding Agent with Reasoning
May 18, 2026- HackingTool-Plugin: Penetration Testing Plugin for AI-Powered Security Auditing
May 18, 2026- Locus: AI Agent for Unity Game Development
May 18, 2026- OpenMonoAgent.ai: Unlimited Tokens Terminal Agent for AI Coding
May 18, 2026- PPT Image-First: Create PowerPoint Presentations with Image-First Approach
May 18, 2026- Tech-Debt-Skill: AI-Powered Technical Debt Audit for Your Codebase
May 18, 2026- Brush: 3D Reconstruction for All - Open Source Gaussian Splatting in Rust
May 18, 2026Learn how Brush brings 3D reconstruction to everyone with open-source Gaussian Splatting implemented in Rust. This guide covers installation, training models, and real-time 3D reconstruction...
- GTweak: Portable Tool for an Ideal Windows Setup
May 18, 2026Learn how GTweak provides a portable, open-source tool for optimizing your Windows setup with privacy tweaks, performance optimizations, and debloating features. This guide covers installation,...
- How to Secure a Linux Server: Complete Hardening Guide
May 18, 2026Learn how to secure a Linux server with this comprehensive hardening guide covering SSH, firewalls, intrusion detection, and 27,000+ stars of community-tested best practices.
- Personal AI Infrastructure: Agentic AI Infrastructure for Autonomous Workflows
May 18, 2026Learn how Personal AI Infrastructure by Daniel Miessler provides agentic AI infrastructure for building autonomous workflows. This guide covers installation, configuration, and real-world deployment examples....
- React Doctor: Catch Bad React Code Written by AI Agents
May 18, 2026Learn how React Doctor catches bad React code written by AI agents. This guide covers installation, configuration, and real-world usage for detecting anti-patterns in AI-generated...
- Bun: The Fast JavaScript Runtime, Bundler, Test Runner, and Package Manager
May 16, 2026Discover how Bun replaces Node.js with an all-in-one JavaScript toolkit built in Zig. Learn about its 4x faster startup, 30x faster installs, built-in bundler, test...
- Qiaomu: Anything to NotebookLM - Multi-Source Content Processor
May 16, 2026Learn how Qiaomu transforms any content source into NotebookLM-ready formats including podcasts, slide decks, mind maps, and quizzes. Supports 15+ content types with automatic paywall...
- CloakBrowser: Stealth Chromium That Passes All Bot Detection Tests
May 15, 2026Learn how CloakBrowser uses stealth Chromium technology with 57 source-level C++ patches to bypass bot detection systems. This guide covers installation, configuration, humanize behavior, and...
- Easy-Vibe: Interactive Vibe Coding Course for Beginners
May 15, 2026Learn how Easy-Vibe makes vibe coding accessible for beginners with interactive lessons, 80+ hands-on topics, and a progressive 3+1 stage curriculum that takes you from...
- Hysteria: Lightning-Fast Censorship-Resistant Proxy Powered by QUIC
May 15, 2026Learn how Hysteria uses the QUIC protocol to deliver lightning-fast censorship-resistant proxying. This guide covers installation, server configuration, and client setup for secure connectivity.
- NVIDIA Video Search and Summarization: GPU-Accelerated Vision Agents
May 15, 2026Learn how NVIDIA's Video Search and Summarization Blueprint enables GPU-accelerated video analytics with AI-powered search and summarization. This guide covers deployment, configuration, and real-world use...
- Roboflow Supervision: Reusable Computer Vision Tools in Python
May 15, 2026Learn how Roboflow Supervision provides reusable computer vision tools for object detection, tracking, and annotation. This guide covers installation, key features, and real-world vision pipeline...
- RuView: WiFi Spatial Intelligence Without Video Using Rust
May 15, 2026Learn how RuView uses WiFi signals for spatial intelligence without cameras or video. This guide covers the Rust-based architecture, signal processing pipeline, and real-world applications....
- SuperSplat: Open Source 3D Gaussian Splat Editor for Neural Rendering
May 15, 2026Learn how SuperSplat enables editing and visualization of 3D Gaussian splats for neural radiance fields. This guide covers installation, features, and real-world 3D editing workflows....
- Supertonic: Lightning-Fast On-Device Multilingual Text-to-Speech via ONNX
May 15, 2026Learn how Supertonic delivers lightning-fast on-device multilingual text-to-speech using ONNX runtime. This guide covers installation, supported languages, and real-time TTS integration.
- Telegraf: The Plugin-Driven Metrics Collection Agent Built in Go
May 15, 2026Learn how Telegraf collects, processes, and writes metrics and logs from 300+ input plugins. This guide covers installation, configuration, and real-world monitoring use cases.
- scrcpy: Display and Control Android Devices from Your Desktop
May 15, 2026Learn how scrcpy lets you display and control Android devices from your desktop with low latency and high performance. This guide covers installation, configuration, and...
- AI-Trader: Fully Automated Agent-Native Trading with Python
May 14, 2026AI-Trader is an open-source agent-native trading platform where AI agents autonomously publish signals, copy trade, and collaborate on financial markets using Python and FastAPI.
- Academic Research Skills: Supercharging Claude Code for Research
May 14, 2026Academic Research Skills for Claude Code is a 35-agent, 25-mode suite covering research to publication with integrity gates, Socratic mentoring, and anti-sycophancy protocols.
- AgentMemory: Persistent Memory for AI Coding Agents
May 14, 2026AgentMemory gives AI coding agents persistent memory across sessions. Learn how it captures, compresses, and injects context for Claude Code, Cursor, and more.
- AiToEarn: AI-Powered Earning Platform for Automated Income
May 14, 2026Discover how AiToEarn uses AI agents to automate content creation, publishing, engagement, and monetization across 14+ social platforms for creators and one-person companies.
- GStack: 23 Opinionated Claude Code Tools for AI-Powered Development
May 14, 2026Learn how to use GStack, 23 opinionated Claude Code tools that turn AI into a virtual engineering team. Covers installation, sprint workflow, browser automation, and...
- OpenHuman: Open-Source Personal AI Super Intelligence in Rust
May 14, 2026OpenHuman is an open-source personal AI super intelligence built in Rust — 118+ integrations, Memory Trees for persistent context, and TokenJuice compression for private, powerful...
- Scientific Agent Skills: AI-Powered Research, Science, and Finance
May 14, 2026Scientific Agent Skills provides 135 ready-to-use AI agent skills for research, science, and finance with 100+ databases and 70+ Python package integrations for Cursor, Claude...
- 9Router: Free AI Coding Router with Token Saver and Auto-Fallback
May 13, 20269Router is a free open-source AI coding router that connects Claude Code, Cursor, and Codex to 40+ providers with automatic fallback, format translation, and 20-40%...
- GitHub Spec Kit: Spec-Driven Development Toolkit with 97K Stars
May 13, 2026Learn how GitHub Spec Kit transforms AI coding with spec-driven development. This comprehensive guide covers the 6-step SDD workflow, 30+ AI agent integrations, 60+ community...
- LLMs From Scratch: Build a GPT Model Step by Step in PyTorch
May 13, 2026Learn how to build a large language model from scratch using PyTorch. This comprehensive guide covers tokenization, attention mechanisms, GPT architecture, pretraining, and finetuning with...
- Eclipse SUMO: Microscopic Multi-Modal Traffic Simulation Platform
May 12, 2026Explore Eclipse SUMO, the open-source microscopic traffic simulation platform supporting multi-modal transport, real-time TraCI control, and emissions modeling for urban mobility research and autonomous driving....
- Local Deep Research: Open-Source AI Research Assistant Achieving 95% SimpleQA Locally
May 12, 2026Learn how Local Deep Research by LearningCircuit achieves 95% SimpleQA accuracy on a single RTX 3090 with 25+ search engines, 10 LLM providers, and per-user...
- SUMO-RL: Reinforcement Learning for Traffic Signal Control with OpenAI Gym
May 12, 2026Learn how SUMO-RL wraps the SUMO traffic simulator into Gymnasium and PettingZoo environments for reinforcement learning. This guide covers multi-agent traffic control, observation spaces, reward...
- vLLM: High-Throughput LLM Inference Engine with PagedAttention
May 12, 2026Discover how vLLM achieves state-of-the-art LLM serving throughput with PagedAttention, continuous batching, and distributed inference. Learn installation, architecture, and optimization techniques.
- CyberVerse: Open-Source Digital Human Agent Platform with Real-Time Video Calling
May 11, 2026Learn how CyberVerse creates AI digital humans from a single photo with real-time video calling, lip-sync, and facial animation. This guide covers architecture, plugin system,...
- Pi Mono: The Full-Stack AI Agent Toolkit From libGDX Creator Mario Zechner
May 11, 2026Discover how pi-mono unifies 25+ LLM providers, agent orchestration, terminal UI, and web components into one extensible coding agent framework with 39K stars on GitHub....
- UI-TARS Desktop: ByteDance's Open-Source Multimodal AI Agent That Controls Your Computer
May 10, 2026Learn how ByteDance's UI-TARS-desktop combines Vision-Language Models with MCP-native architecture to control computers and browsers through natural language. Explore Agent TARS, hybrid browser agents, and...
- Agent Rules Books: Software Engineering Rules Distilled for AI Coding Agents
May 08, 2026Learn how agent-rules-books distills 14 classic software engineering books into ready-to-use AGENTS.md rules for Claude Code, Codex, and Cursor with a three-tier compression system from...
- Anthropic Financial Services: AI Agents for Investment Banking, Equity Research, and Fund Administration
May 08, 2026Learn how Anthropic's Financial Services agents bring Claude AI to investment banking, equity research, private equity, and fund administration with 10 named agents, 50+ skills,...
- Gemma Chat: Local AI Coding Agent for Apple Silicon via MLX
May 08, 2026Discover how Gemma Chat runs a fully local AI coding agent on Apple Silicon using MLX. No API keys, no cloud, no internet required after...
- PageIndex: Vectorless Reasoning-Based RAG That Achieves 98.7% on FinanceBench
May 08, 2026Learn how PageIndex replaces vector similarity search with LLM reasoning over hierarchical tree indexes for more accurate document retrieval. Covers architecture, self-healing verification, and agentic...
- RAGFlow: Open-Source RAG Engine with Deep Document Understanding
May 08, 2026Learn how RAGFlow delivers production-ready RAG with deep document understanding, template-based chunking, and agentic workflows. This guide covers architecture, features, installation, and real-world usage of...
- Solar Map: Interactive Sunshine Intensity Map and Solar Panel Optimizer
May 08, 2026Explore the Solar Map web app on PyShine - an interactive tool that visualizes sunshine intensity, tracks sun position in real-time, and optimizes solar panel...
- Symphony: OpenAI's Coding Agent Orchestrator for Autonomous Work
May 08, 2026Learn how OpenAI Symphony orchestrates coding agents to manage project work autonomously. Explore its 6-layer architecture, 5-state machine, WORKFLOW.md hot-reload config, and Elixir/OTP reference implementation....
- Browserbase Skills: Claude Code Web Automation Plugin System
May 05, 2026Learn how Browserbase Skills transforms Claude Code into a web automation powerhouse with 13 specialized skills, AutoBrowse self-improving loops, and dual-environment browser control for local...
- CocoIndex: Incremental Data Indexing Framework for LLM Pipelines and AI Agents
May 05, 2026CocoIndex is an open-source Python framework with a Rust core that provides incremental data indexing for LLM pipelines, RAG systems, and AI agents with delta-only...
- DeepSeek-TUI: Terminal-Native Coding Agent with 1M-Token Context and Recursive Language Model
May 05, 2026DeepSeek-TUI is a Rust-based terminal coding agent leveraging DeepSeek V4's 1M-token context window, prefix caching, and RLM parallel reasoning for powerful AI-assisted development directly in...
- Dexter: Autonomous Financial Research Agent with Persistent Memory and WhatsApp Gateway
May 05, 2026Dexter is an autonomous financial research agent that thinks, plans, and learns using task planning, self-reflection, and real-time market data. Learn how to install and...
- LangGraph: Build Stateful AI Agents with Graph-Based Orchestration
May 05, 2026Learn how LangGraph enables developers to build production-ready stateful AI agents using graph-based orchestration, checkpointing, and human-in-the-loop patterns. Complete guide with architecture diagrams and code...
- Tolaria: The Open-Source Desktop App for AI-First Knowledge Management
May 05, 2026Tolaria is a files-first, git-first, offline-first desktop app for managing markdown knowledge bases with built-in AI agent support, wikilink navigation, and a four-panel editor inspired...
- WorldSeed: Emergent Multi-Agent World Engine for AI Simulation
May 05, 2026Learn how WorldSeed creates stateful AI worlds where agents live autonomously with asymmetric information, tick-based execution, and LLM-powered Dungeon Masters. Build emergent multi-agent simulations with...
- n8n-MCP: AI-Powered n8n Workflow Automation with 1,650 Nodes and Diff-Based Updates
May 05, 2026Discover how n8n-MCP bridges n8n workflow automation with AI models like Claude. Learn to build, validate, and deploy n8n workflows using 1,650 nodes with diff-based...
- ESP-Claw: Espressif's AI Agent Framework for IoT Devices
May 04, 2026Learn how ESP-Claw brings AI agent capabilities to ESP32 microcontrollers with chat-driven programming, millisecond event response, structured memory, and MCP protocol support for edge AI...
- Stash: Persistent AI Memory System with 8-Stage Consolidation and MCP Integration
May 04, 2026Learn how Stash gives AI agents long-term memory with episodic storage, semantic recall, 8-stage consolidation, contradiction detection, and MCP server integration. Built in Go with...
- ThClaws: Open-Source Rust AI Agent Harness with 17 LLM Providers and Agent Teams
May 04, 2026Learn how ThClaws provides a sovereign AI agent harness platform with 17 LLM providers, 26+ built-in tools, agent teams, MCP integration, and enterprise features —...
- Warp: The Agentic Development Environment Born Out of the Terminal
May 04, 2026Learn how Warp transforms the terminal into an agentic development environment with AI-powered coding agents, multi-agent orchestration, MCP integration, and GPU-accelerated UI. Built in Rust...
- GhostTrack: Open Source OSINT Tool for Location and Identity Tracking
May 03, 2026Learn how to use GhostTrack, an open source OSINT tool for IP geolocation, phone number tracking, and username discovery across 23+ social media platforms. Complete...
- Invidious: Privacy-Focused Open Source YouTube Frontend
May 03, 2026Discover Invidious, the open source alternative frontend to YouTube that eliminates ads, tracking, and JavaScript requirements. Learn how to self-host or use public instances for...
- Microsoft PowerToys: The Ultimate Windows Power User Suite
May 03, 2026Discover how Microsoft PowerToys supercharges Windows with 30+ free utilities including FancyZones, PowerToys Run, Command Palette, and Text Extractor for maximum productivity.
- Ruflo: Multi-Agent AI Orchestration for Claude Code
May 03, 2026Learn how Ruflo orchestrates 100+ specialized AI agents across machines with swarm coordination, self-learning memory, and enterprise security for Claude Code. Install, configure, and deploy...
- Free Programming Books: The Ultimate Resource Guide with 387K Stars
May 02, 2026Discover the most comprehensive collection of free programming books, courses, cheat sheets, and tutorials. EbookFoundation's free-programming-books repo with 387K+ stars covers 30+ languages and 7...
- Maigret: OSINT Username Search Engine Across 3,000+ Sites
May 02, 2026Learn how Maigret collects a complete dossier on any person by username alone, searching 3,000+ sites with recursive discovery, CAPTCHA bypass, Tor support, and multiple...
- uBlock Origin: The Essential Wide-Spectrum Content Blocker for Privacy
May 02, 2026Discover how uBlock Origin blocks ads, trackers, coin miners, and malware with CPU and memory efficiency. Learn about its filtering engine, dynamic firewall, and extended...
- Crush: Glamourous Agentic Coding for All from Charm
May 01, 2026Discover how Crush by Charmbracelet brings glamourous agentic coding to the terminal. Go-based, multi-provider LLM support, and beautiful TUI from the Bubble Tea team. 23K...
- Mastra: TypeScript AI Agent Framework from the Gatsby Team
May 01, 2026Learn how Mastra brings production-grade AI agents to TypeScript developers. Built by the Gatsby team, it offers agents, workflows, evals, and MCP integration. 23K stars....
- Scrapling: AI-Powered Adaptive Web Scraping with Stealth and MCP
May 01, 2026Learn how Scrapling uses AI to adapt to website changes, bypass anti-bot detection, and integrate with MCP servers for intelligent data extraction. 38K stars on...
- AI Auto-Work: Dual-Model Agentic Coding Workflow with Claude and Codex Adversarial Review
April 30, 2026Learn how AI Auto-Work orchestrates Claude Code and Codex in a dual-model adversarial workflow for autonomous full-cycle software development, from requirement research to atomic commits...
- Agent Style: 21 Writing Rules That Make AI Agents Write Like Tech Pros
April 30, 2026Learn how agent-style applies 21 literature-backed writing rules to AI coding agents, reducing mechanical violations by 45-82% across Claude, GPT, and Gemini models with soft...
- Cavemem: Cross-Agent Persistent Memory for Coding Assistants with Compressed SQLite Storage
April 30, 2026Discover how cavemem gives AI coding assistants persistent memory across sessions using compressed SQLite storage, hybrid search, and MCP tools. Local-first, privacy-aware, and supports Claude...
- Claude Code Engineering Harness: Production-Grade Blueprint for 8+ Hour Autonomous Coding Sessions
April 30, 2026Learn how to configure Claude Code Opus 4.7 for marathon autonomous coding sessions with hub-and-spoke orchestration, multi-model consensus, execution guardrails, and persistent memory for high-stakes...
- DSPy Agent Skills: Production-Grade DSPy 3.2 Skills for Coding Agents
April 30, 2026Learn how DSPy Agent Skills provides five spec-compliant skills that turn Claude Code and Codex CLI into DSPy experts, with progressive disclosure, runnable examples, and...
- Future AGI: The Open-Source Platform for Self-Improving AI Agents
April 30, 2026Learn how Future AGI combines evaluations, tracing, simulations, guardrails, gateway, and optimization into one self-improving feedback loop for production AI agents.
- Harmonist: Portable AI Agent Orchestration with Mechanical Protocol Enforcement
April 30, 2026Learn how Harmonist enforces engineering protocols as mechanical gates, not polite prompts. With 186 curated domain specialists, supply-chain verification, and schema-validated memory, it ensures AI...
- Haystack: Open-Source AI Orchestration Framework for Production LLM Applications
April 30, 2026Learn how Haystack by deepset.ai enables building production-ready RAG pipelines and AI agents in Python. This guide covers the pipeline architecture, component system, agent tools,...
- Open Design: The Open-Source Claude Design Alternative with 19 Skills and 71 Design Systems
April 30, 2026Learn how Open Design turns any coding agent into a design engine with 19 composable skills, 71 brand-grade design systems, and anti-AI-slop machinery. Open-source alternative...
- Sim Studio AI: Open-Source Visual Agent Orchestration with 1000+ Integrations
April 30, 2026Learn how Sim Studio AI enables building AI agent workflows visually with a drag-and-drop canvas, 200+ blocks, 150+ triggers, 16 LLM providers, and DAG-based execution...
- Token Dashboard: Local Cost Analytics for Claude Code Sessions
April 30, 2026Learn how Token Dashboard reads Claude Code JSONL transcripts to provide per-prompt cost analytics, tool heatmaps, subagent attribution, cache analysis, and rule-based tips -- all...
- WorldX: One-Sentence AI World Simulation with Autonomous Agents
April 30, 2026Learn how WorldX turns a single text prompt into a living AI world with autonomous agents, procedural generation, emergent narratives, and god mode intervention --...
- AGENTS.md: Anti-Sycophancy Operating Instructions That Make Every Coding Agent Behave Like a Senior Engineer
April 30, 2026Learn how AGENTS.md provides drop-in operating instructions that eliminate sycophancy, enforce surgical changes, and create self-improving coding agents across Claude Code, Codex, Cursor, Windsurf, and...
- jcode: The Next-Generation Coding Agent Harness Built for Performance and Multi-Agent Workflows
April 30, 2026Learn how jcode delivers 14ms boot times, 27.8MB RAM usage, semantic memory with vector embeddings, swarm multi-agent collaboration, and 30+ provider integrations in a Rust-based...
- CUA: Open-Source Infrastructure for Computer-Use Agents
April 29, 2026Learn how CUA provides sandboxes, SDKs, and benchmarks to build, evaluate, and deploy AI agents that control full desktops across macOS, Linux, Windows, and Android....
- Daily Stock Analysis: LLM-Powered Stock Intelligence for A-Share, HK, and US Markets
April 29, 2026Discover how Daily Stock Analysis uses LLM agents to deliver automated technical, sentiment, and fundamental analysis with decision dashboards pushed to WeChat, Feishu, Telegram, Discord,...
- ACE-Step UI: Open Source AI Music Generation Interface - The Suno Alternative
April 28, 2026Learn how to use ACE-Step UI, the open source professional interface for ACE-Step 1.5 AI music generation. This guide covers installation, features, and creating AI-generated...
- Awesome Codex Skills: Curated Workflow Automation for OpenAI Codex CLI
April 28, 2026Explore the best curated Codex skills for automating workflows with OpenAI Codex CLI and API. This guide covers skill categories, installation, and practical automation examples...
- Pixelle-Video: AI-Powered Fully Automated Short Video Engine
April 28, 2026Learn how to use Pixelle-Video, the AI-powered fully automated short video engine that generates professional videos from text prompts. This guide covers installation, architecture, and...
- Quarkdown: Markdown With Superpowers for Papers, Presentations, and More
April 28, 2026Learn how to use Quarkdown, the Kotlin-based Markdown tool that transforms plain text into professional papers, presentations, websites, and books. This guide covers installation, features,...
- RAG-Anything: All-in-One RAG Framework for Multi-Modal Retrieval Augmented Generation
April 28, 2026Learn how to use RAG-Anything, the all-in-one RAG framework that supports multi-modal retrieval augmented generation. This guide covers installation, architecture, and building production-ready RAG pipelines....
- SGLang: The High-Performance LLM Serving Framework Powering 400K+ GPUs
April 28, 2026Learn how SGLang delivers fast LLM inference with RadixAttention, PD disaggregation, and speculative decoding. This guide covers architecture, installation, and real-world usage for the framework...
- Sniffnet: Open Source Network Traffic Monitor Built in Rust
April 28, 2026Learn how to use Sniffnet to comfortably monitor your Internet traffic with a beautiful Rust-based application. This guide covers installation, features, and real-world network monitoring...
- Vidur: Microsoft's LLM Inference System Simulator
April 28, 2026Learn how Vidur simulates LLM inference clusters without GPUs using discrete-event simulation, ML-based prediction, and capacity planning. Study TTFT, TPOT, and throughput for any model...
- InferSim: LLM Inference Simulation by Alibaba
April 27, 2026Learn how InferSim by Alibaba do simulation. This guide covers installation, architecture, and real-world applications for VLSI design.
- Agentic Inbox: Self-Hosted AI Email Client on Cloudflare Workers
April 26, 2026Learn how Agentic Inbox delivers a full-featured email client with an AI agent that auto-drafts replies, all running on Cloudflare Workers with Durable Objects, R2...
- Awesome Claude Design: 68 Ready-to-Use Design System Inspirations for AI Coding
April 26, 2026Discover how VoltAgent's awesome-claude-design collection provides 68 DESIGN.md files that let Claude Design scaffold complete UI design systems in minutes. Learn the DESIGN.md format, explore...
- Awesome GPT-Image-2 Prompts: Mastering AI Image Generation with Curated Prompt Engineering
April 26, 2026- Claude Code Templates: The Ultimate CLI for Configuring and Monitoring Claude Code
April 26, 2026Learn how to use Claude Code Templates, a 25K-star CLI tool with 100+ agents, commands, MCPs, settings, hooks, and skills to supercharge your Claude Code...
- Claude Context: Semantic Code Search MCP Plugin for Claude Code and AI Coding Agents
April 26, 2026Learn how Claude Context brings semantic code search to Claude Code and AI coding agents using MCP protocol. This guide covers architecture, installation, hybrid search...
- CubeSandbox: Instant, Concurrent, Secure Sandbox for AI Agents
April 26, 2026- DS2API: Deepseek-to-API Middleware with Multi-Account Rotation and Triple Protocol Support
April 26, 2026Learn how DS2API converts DeepSeek Web chat into OpenAI, Claude, and Gemini compatible APIs with multi-account rotation, PoW solving, and concurrency control. Complete setup guide...
- DESIGN.md: Google's Visual Identity Specification for AI Coding Agents
April 26, 2026Learn how DESIGN.md by Google Labs gives AI coding agents a persistent, structured understanding of your design system through machine-readable tokens and human-readable prose.
- Diagram Design: 13 Editorial Diagram Types for Claude Code That Your Designer Will Actually Like
April 26, 2026Learn how cathrynlavery/diagram-design provides 13 editorial-quality diagram types as self-contained HTML+SVG for Claude Code, with progressive disclosure, brand onboarding, and a taste gate that prevents...
- Google Agents CLI: Building and Evaluating AI Agents with Gemini ADK
April 26, 2026Learn how to use Google Agents CLI to build, evaluate, and deploy AI agents on the Gemini Enterprise Agent Platform. This guide covers the 7...
- Guizang PPT Skill: Magazine-Style HTML Presentation Decks for Claude Code
April 26, 2026Discover how guizang-ppt-skill creates stunning single-file HTML presentation decks with editorial magazine aesthetics, WebGL fluid backgrounds, 10 layout templates, 5 curated themes, and Motion One...
- HTML PPT Skill: Studio AgentSkill with 36 Themes, 31 Layouts, and 47 Animations
April 26, 2026Discover html-ppt-skill, a world-class AgentSkill for producing professional HTML presentations with 36 themes, 31 layouts, 47 animations, and a true presenter mode - all pure...
- Huashu Design: HTML-Native Design Skill for AI Coding Agents with 20 Design Philosophies
April 26, 2026Learn how Huashu Design brings professional-grade visual design to Claude Code and other AI agents through 20 design philosophies, brand asset protocols, and HTML-native output...
- Kami: The Document Design System Where Good Content Meets Good Paper
April 26, 2026Discover how Kami (紙) transforms AI-generated content into polished, professional documents with warm parchment aesthetics, ink-blue accents, and serif-led hierarchy across 8 document types and...
- LLM Wiki: Turn Documents Into an Organized Knowledge Base with AI
April 26, 2026Learn how LLM Wiki transforms your documents into a structured, cross-referenced knowledge base using a two-step chain-of-thought ingest pipeline, knowledge graph with community detection, and...
- Mercury Agent: Soul-Driven AI Agents with Permission-Hardened Tools and Second Brain Memory
April 26, 2026Discover Mercury Agent, the open-source soul-driven AI agent framework with 671+ stars. Learn about its permission-hardened tools, Second Brain memory system, token budgets, multi-channel access,...
- Open CoDesign: Open-Source Claude Design Alternative with Multi-Model Support
April 26, 2026Open CoDesign is the open-source Claude Design alternative that turns prompts into polished prototypes locally. Learn how its BYOK multi-model architecture, one-click Claude Code import,...
- OpenAI Privacy Filter: Protecting Sensitive Data with Bidirectional Token Classification
April 26, 2026Learn how OpenAI Privacy Filter detects and redacts PII in text using a 1.5B parameter bidirectional transformer model. Explore its architecture, 8 privacy categories, Viterbi...
- Roo Code: AI Dev Team of Agents Right in Your Code Editor
April 26, 2026Learn how Roo Code brings a multi-agent AI dev team directly into VS Code with specialized modes, MCP integration, and 20+ built-in tools. Complete guide...
- Skills Manage: The Desktop App That Unifies AI Coding Agent Skills Across 27+ Platforms
April 26, 2026Learn how Skills Manage simplifies managing AI coding agent skills across 27+ platforms including Claude Code, Cursor, Windsurf, and Copilot from a single desktop application...
- Universal Commerce Protocol: The Open Standard Breaking Down E-Commerce Silos
April 26, 2026Learn how the Universal Commerce Protocol (UCP) enables seamless interoperability between AI agents, platforms, businesses, and payment providers with a standardized, transport-agnostic protocol for agentic...
- Video Use: Edit Videos With Coding Agents
April 26, 2026- Web Design Skill: AI Agent That Transforms Functional Web Pages Into Stunning Designs
April 26, 2026Learn how ConardLi/web-design-skill gives AI coding agents design taste through anti-cliche rules, oklch color theory, curated font pairings, and a structured six-step workflow that turns...
- wterm: A High-Performance Web Terminal Emulator Built with Zig and WASM
April 26, 2026Learn how wterm by Vercel Labs delivers near-native terminal performance in the browser using a Zig/WASM core, DOM rendering with dirty-row tracking, and framework integrations...
- TypeScript 7: Microsoft's Go Native Port of the TypeScript Compiler
April 25, 2026TypeScript 7 is Microsoft's native Go port of the TypeScript compiler, delivering 5-10x faster cold starts, lower memory usage, and single binary deployment while maintaining...
- Vaultwarden: Self-Hosted Bitwarden Password Manager in Rust
April 25, 2026Vaultwarden is an unofficial Bitwarden server implementation written in Rust, offering a lightweight, self-hosted password management solution compatible with all official Bitwarden clients.
- DeepEP: Efficient Expert-Parallel Communication Library for MoE
April 25, 2026DeepEP is a high-performance communication library for Mixture-of-Experts (MoE) and expert parallelism, providing high-throughput and low-latency all-to-all GPU kernels with FP8 support.
- Build Your Own X: Master Programming by Recreating Your Favorite Technologies From Scratch
April 25, 2026Build Your Own X is a curated collection of step-by-step guides for recreating popular technologies from scratch. Learn programming by building databases, browsers, operating systems,...
- PostHog: All-in-One Open Source Platform for Building Successful Products
April 25, 2026PostHog is an all-in-one open source platform providing product analytics, web analytics, session replay, feature flags, experiments, error tracking, surveys, and data warehouse.
- HackingTool: All-in-One Penetration Testing Toolkit for Security Researchers
April 25, 2026HackingTool is an all-in-one penetration testing toolkit with 185+ tools across 20 categories. Features smart search, tag filtering, batch install, and Docker support.
- Open Generative AI: Uncensored Open-Source Alternative to Higgsfield AI, Freepik AI, Krea AI, Openart AI
April 25, 2026Open Generative AI is a free, uncensored, open-source AI image, video, cinema, and lip sync studio with 200+ models. No content filters, no subscription fees,...
- Awesome Claude Skills: The Ultimate Curated Collection for Claude AI Workflows
April 25, 2026Discover the ultimate curated collection of 70+ Claude Skills for enhancing productivity across Claude.ai, Claude Code, and the Claude API. Learn how to customize Claude...
- Context Mode: Reduce AI Coding Agent Context Window Usage by 98% with Sandbox Tools and Session Continuity
April 25, 2026Discover Context Mode, an MCP server that reduces AI coding agent context window usage by 98% through sandboxed tool execution, SQLite FTS5 indexing, and automatic...
- Free Claude Code: Use Claude Code CLI and VSCode for Free with NVIDIA NIM, OpenRouter, and Local Models
April 25, 2026Learn how Free Claude Code lets you use Claude Code CLI and VSCode for free by routing Anthropic API calls to NVIDIA NIM, OpenRouter, DeepSeek,...
- Graphified: AI Knowledge Graph From Any Codebase
April 25, 2026Learn how Graphified transforms any codebase into an AI-powered knowledge graph. Discover features, architecture, and how to get started with this open-source tool.
- Hugging Face ML Intern: An Open-Source Autonomous ML Engineer That Reads Papers, Trains Models, and Ships Code
April 25, 2026Discover Hugging Face ML Intern, an open-source autonomous ML engineer that researches papers, trains models, and ships production-quality code using the Hugging Face ecosystem with...
- LangChain: The Agent Engineering Platform with 134K+ Stars
April 25, 2026Discover LangChain, the leading open-source framework for building AI agents and LLM-powered applications. Learn about its architecture, features, ecosystem, and how to get started with...
- LibreChat: The Enhanced ChatGPT Clone with 35K+ Stars
April 25, 2026Discover LibreChat, the open-source self-hosted ChatGPT clone with 35K+ stars. Learn about its multi-model support, AI agents, MCP integration, and deployment options.
- OSV-Scanner: Google's Open Source Vulnerability Scanner
April 25, 2026OSV-Scanner is Google's official vulnerability scanner that connects your project dependencies to the OSV database. It supports 11+ language ecosystems, container scanning, license compliance, guided...
- OpenMetadata: Unified Metadata Platform for Data Discovery, Observability, and Governance
April 25, 2026Learn how OpenMetadata provides a centralized metadata platform for data discovery, column-level lineage, data quality profiling, and governance with 84+ connectors and MCP integration for...
- OpenCode: The Open Source Coding Agent with 148K+ Stars
April 25, 2026Discover OpenCode, the open-source AI coding agent with 148K+ GitHub stars. Learn how it compares to Claude Code and Cursor, its architecture, features, and how...
- PPT Master: AI Generates Natively Editable PPTX from Any Document
April 25, 2026PPT Master is an open-source AI workflow that generates natively editable PowerPoint files from PDFs, DOCX, URLs, or Markdown. Every shape, text box, and chart...
- RTK (Rust Token Killer): Reduce LLM Token Consumption by 60-90% with This CLI Proxy
April 25, 2026Learn how RTK (Rust Token Killer) reduces LLM token consumption by 60-90% on common dev commands. This single Rust binary transparently filters and compresses command...
- TextGen: The Original Local LLM Interface with 46K+ Stars
April 25, 2026Discover TextGen, the original local LLM interface with 46K+ stars. Run AI chatbots, vision models, and image generation 100% offline with this open-source Python web...
- AgenticSeek: The Fully Local Autonomous AI Agent That Replaces Cloud Dependency
April 24, 2026AgenticSeek is a 100% local autonomous AI agent that browses the web, writes code, and manages files with zero cloud dependency, zero API costs, and...
- CrewAI: Multi-Agent Orchestration Framework for Autonomous AI Collaboration
April 24, 2026CrewAI is a Python framework for building production-ready multi-agent systems with role-playing autonomous agents, event-driven Flows, and seamless LLM integration, with 49K GitHub stars and...
- MoneyPrinterTurbo: AI-Powered One-Click Short Video Generation
April 24, 2026MoneyPrinterTurbo is an open-source AI video generation tool with 56K stars that automates script writing, TTS voiceover, footage sourcing, subtitles, and background music into HD...
- OpenCode: The Open Source AI Coding Agent
April 24, 2026OpenCode is an open-source AI coding agent with 148K stars that runs in your terminal with 20+ LLM providers, dual agent modes, LSP integration, and...
- Repomix: Pack Repos Into AI-Friendly Files
April 24, 2026Repomix packs entire repositories into single AI-friendly files with security checks, token counting, and multiple output formats, making it easy to feed code context to...
- Agent Style: 21 Writing Rules for AI Coding Agents
April 23, 2026Agent Style provides 21 writing rules for AI coding agents like Claude Code and Copilot, eliminating passive voice, filler phrases, and AI tells from generated...
- Agents.md: Making Coding Agents Think Like Senior Engineers
April 23, 2026Agents.md is a drop-in config file that makes AI coding agents think like senior engineers with anti-sycophancy rules, verification loops, and surgical change discipline across...
- Google Design.md: Visual Identity Specification for Coding Agents
April 23, 2026Google DESIGN.md is a standardized format for describing visual identity to AI coding agents, with design tokens, linter rules, DTCG conformance, and Tailwind CSS export...
- LLM Wiki: Persistent Knowledge Vaults on Your Desktop
April 23, 2026LLM Wiki is a cross-platform desktop app implementing Karpathy's LLM Wiki pattern that transforms documents into persistent, compoundable knowledge vaults with semantic search and LLM...
- Mercury Agent: Soul-Driven AI with Permission-Hardened Tools
April 23, 2026Mercury Agent is a soul-driven AI agent with permission-hardened tools, token budgets, and multi-channel access via CLI and Telegram, designed for safe and controlled AI...
- Skills Manage: Desktop App for AI Agent Skill Management
April 23, 2026Skills Manage is a cross-platform Tauri desktop app for browsing, installing, and managing AI coding agent skills across Claude Code, Cursor, Gemini CLI, and 25+...
- Swarm Forge: Uncle Bob's AI Agent Coordinator
April 23, 2026Swarm Forge by Uncle Bob Martin is a lightweight tmux-based orchestration platform that coordinates swarms of AI agents with role-based prompts, shared constitutions, and git...
- Web Design Skill: Transforming AI Pages From Functional to Stunning
April 23, 2026Web Design Skill is an AI agent skill that transforms AI-generated web pages from functional to stunning using oklch colors, typography scales, animation libraries, and...
- Awesome Agent Skills: Curated Skills for AI Coding Assistants
April 22, 2026A curated collection of 1100+ agent skills compatible with 8+ AI coding assistants including Claude Code, Codex, Cursor, Copilot, and more. Discover how skills enhance...
- Claude Context: Semantic Code Search MCP Server
April 22, 2026Learn how Claude Context brings hybrid semantic search to Claude Desktop via MCP, enabling AI-powered code understanding with vector search, BM25 keyword matching, and multi-language...
- PolyData: Comprehensive Polymarket Data Pipeline for Trading Analysis
April 22, 2026Learn how to use PolyData to fetch, process, and analyze Polymarket trading data with a resumable three-stage pipeline covering market collection, order event scraping, and...
- RAG-Anything: All-in-One Multimodal RAG Framework
April 22, 2026Learn how RAG-Anything enables multimodal Retrieval-Augmented Generation with knowledge graphs, supporting images, tables, equations, and more through a modular 5-stage pipeline built on LightRAG.
- FinceptTerminal: Open-Source Financial Intelligence Platform with CFA-Level Analytics
April 21, 2026Explore FinceptTerminal v4, a native C++20 desktop application delivering Bloomberg-terminal-class financial analytics with 37 AI agents, 100+ data connectors, and real-time trading across 16 brokers....
- PyShine Screen Recorder: High-Performance Desktop Recording with PyQt6
April 21, 2026Learn how PyShine Screen Recorder delivers professional-grade screen recording with hardware-accelerated encoding, WASAPI loopback audio, and an elegant PyQt6 dark theme interface.
- Tradclaw: AI Household Manager for Agentic Parenting
April 21, 2026Exploring tradclaw - an AI-powered openclaw household manager that brings agentic parenting to modern families with intelligent task management and family coordination
- Agentic Video Editor: AI-Powered Video Production from Raw Footage
April 20, 2026How the Agentic Video Editor uses a multi-agent pipeline with Google Gemini to transform raw footage and a creative brief into polished ad videos automatically...
- Anything Analyzer: Universal Network Protocol Analysis with AI-Powered MITM and Browser Capture
April 20, 2026Deep dive into Anything Analyzer - the open-source Electron app that unifies CDP browser capture, MITM HTTPS proxy, and AI-powered protocol analysis with MCP integration...
- AutoGPT: The Open-Source Platform for Building and Deploying Continuous AI Agents
April 20, 2026Deep dive into AutoGPT - the 183K+ star open-source platform that evolved from a viral autonomous agent into a full-featured visual agent builder with marketplace,...
- Browser Harness - The Thinnest Possible Harness for AI Agent Browser Control
April 20, 2026How a 592-line Python harness gives LLM agents like Claude Code and Codex complete, direct control over a real browser via Chrome DevTools Protocol -...
- CC Design: High-Fidelity HTML Design Skill for AI Agents
April 20, 2026How CC Design transforms Claude Code into an expert product designer with progressive disclosure architecture, brand style cloning, three-phase verification, and production-ready export pipelines
- Career-Ops: The AI-Powered Job Search Command Center That Landed a Head of AI Role
April 20, 2026Learn how Career-Ops turns Claude Code, Gemini CLI, or OpenCode into a full job search pipeline with A-F evaluation scoring, ATS-optimized PDF generation, portal scanning...
- Claude Obsidian: Turn Obsidian Into a Self-Organizing AI Knowledge Engine
April 20, 2026How claude-obsidian transforms Obsidian into a compounding knowledge vault using Claude Code, with 10 skills, 4 slash commands, and autonomous research capabilities based on Karpathy's...
- Claw Code Parity: The Rust AI Agent Harness Built Autonomously by Claws
April 20, 2026An in-depth look at claw-code-parity — a Rust port of the Claude Code CLI system that is autonomously maintained by AI agents, featuring a 9-crate...
- CodeBurn: See Where Your AI Coding Tokens Go
April 20, 2026An open-source TUI dashboard that tracks AI coding costs across Claude Code, Codex, Cursor, OpenCode, Pi, and GitHub Copilot -- with 13 task categories, one-shot...
- Darwin Skill - Autonomous Skill Optimization System
April 20, 2026An autonomous evolution system that applies ML training loops to optimize AI agent skills, using an 8-dimension rubric, ratchet mechanism, and independent scoring to ensure...
- Dify: The Open-Source LLM App Development Platform
April 20, 2026An in-depth look at Dify, the open-source platform combining AI workflow building, RAG pipeline, agent capabilities, model management, and observability for rapid LLM application development....
- Dive into Claude Code: Systematic AI Coding Analysis Reveals 98.4% Infrastructure
April 20, 2026A source-level architectural analysis of Claude Code (v2.1.88, ~512K lines) that reveals only 1.6% of the codebase is AI decision logic while 98.4% is deterministic...
- Fireworks Tech Graph: Generate Production-Ready SVG Technical Diagrams From Plain English
April 20, 2026Fireworks Tech Graph turns plain English or Chinese descriptions into publication-ready SVG + PNG technical diagrams in seconds. An open-source AI skill with 7 visual...
- GBrain: Self-Wiring Knowledge Graph Memory Layer for AI Agents
April 20, 2026GBrain gives AI agents a brain. Built by YC President Garry Tan, it powers his real deployment: 17,888 pages, 4,383 people, 723 companies, 21 cron...
- Graphify: Turn Any Codebase Into a Knowledge Graph With 71.5x Fewer Tokens
April 20, 2026Learn how Graphify reads your files, builds a knowledge graph with Leiden community detection, and gives you 71.5x fewer tokens per query vs reading raw...
- Hermes Agent Orange Book: A Practical Guide to Self-Improving AI Agents
April 20, 2026Deep dive into the Hermes Agent Orange Book - the definitive practical guide to Nous Research's Hermes Agent framework, covering its learning loop, three-layer memory...
- Hermes Web UI: Open-Source LLM Chat Dashboard for the Hermes Agent
April 20, 2026Hermes Web UI is an open-source web dashboard (also called Hermes webui) that gives the Hermes Agent a unified chat interface, multi-platform channel management, usage...
- Hue: The AI Skill That Turns Any Brand Into a Complete Design System
April 20, 2026Hue is an open-source meta-skill that learns any brand from a URL, screenshot, or description and generates a complete, opinionated design system that ensures visual...
- Hugging Face Transformers: The Definitive ML Framework for Modern AI
April 20, 2026Deep dive into huggingface/transformers - the world's most widely-used ML library with 159K+ stars, 453 model architectures, 28 pipeline types, and a unified API across...
- Keychron Open Source Keyboard Hardware Design
April 20, 2026Exploring Keychron's open-source keyboard hardware design files - 100+ CAD files for mechanical keyboard enthusiasts and hardware hackers
- Khazix Skills - Open Source AI Writing and Research Methodology
April 20, 2026Khazix Skills is an open-source AI toolkit by Digital Life Khazix featuring the Horizontal-Vertical Analysis deep research framework and a WeChat long-form writing skill with...
- LLM Anonymization: Reverse Proxy for AI Privacy in Pentesting
April 20, 2026How a transparent FastAPI proxy anonymizes sensitive pentest data before it reaches Claude, using dual-layer detection with LLM and regex, persistent surrogate mapping, and engagement...
- Langflow: Visual Framework for Building Multi-Agent and RAG Applications
April 20, 2026Langflow is an open-source visual framework that lets developers build multi-agent and RAG applications with a drag-and-drop interface, 100+ components, and one-click deployment as REST...
- LingBot-Map: Streaming 3D Reconstruction with the Geometric Context Transformer
April 20, 2026Deep dive into LingBot-Map - the feed-forward 3D foundation model that reconstructs camera poses, depth maps, and point clouds at 20 FPS from streaming video...
- METATRON: AI-Powered Penetration Testing Assistant That Runs 100% Locally
April 20, 2026An in-depth look at METATRON, a CLI-based AI pentesting assistant that automates recon-to-report using a local LLM with an agentic loop, 6 recon tools, MariaDB...
- Nuwa Skill - Distill Anyone's Thinking Into Runnable AI Skills
April 20, 2026Nuwa extracts cognitive operating systems from public figures - mental models, decision heuristics, expression DNA - into Claude Code skills you can query. Not role-play....
- Obscura: Rust Headless Browser & Browser Harness for AI Agents
April 20, 2026Obscura is a Rust-based headless browser and browser harness purpose-built for AI agents — built-in stealth, tracker blocking, SSRF protection, and native DOM-to-Markdown conversion via...
- Ollama: Run Large Language Models Locally With Ease
April 20, 2026Deep dive into Ollama's architecture - from its Go-based server and model scheduler to GGUF format handling, GPU acceleration, and OpenAI-compatible API. Learn how 169K+...
- Open WebUI: The Ultimate Self-Hosted AI Platform with 132K Stars
April 20, 2026An in-depth look at Open WebUI, the extensible, feature-rich, and user-friendly self-hosted AI platform designed to operate entirely offline with support for Ollama, OpenAI-compatible APIs,...
- OpenMythos: Reconstructing the Claude Mythos Architecture from First Principles
April 20, 2026An in-depth exploration of OpenMythos, an open-source theoretical reconstruction of the Claude Mythos architecture featuring Recurrent-Depth Transformers, LTI-stable injection, dual attention modes, and adaptive computation...
- Prompts.chat: The World's Largest Open-Source Prompt Engineering Platform
April 20, 2026How prompts.chat evolved from a simple CSV file to a full-featured community platform with 143k+ stars, semantic search, MCP integration, and an interactive prompting book...
- PureMac: Open Source macOS Cleaner
April 20, 2026Exploring PureMac - a free, open-source macOS cleaner with zero telemetry that replaces CleanMyMac for privacy-conscious users
- Tailslayer: Reducing Tail Latency in RAM Reads
April 20, 2026Exploring tailslayer - a C++ library that reduces tail latency in RAM reads through innovative memory access optimization techniques
- WX Favorites Report: WeChat Encrypted DB to Interactive HTML Visualization
April 20, 2026How wx-favorites-report extracts WeChat favorites from encrypted SQLCipher databases using frida key extraction, decrypts with AES-256-CBC, and generates stunning interactive HTML reports with ECharts -...
- Agentic Stack: One Brain, Many Harnesses - Portable AI Agent Configuration
April 19, 2026Learn how Agentic Stack gives your AI coding agent a portable .agent/ folder with memory, skills, and protocols that works across Claude Code, Cursor, Windsurf,...
- Caveman: Cut 75% of LLM Output Tokens While Keeping Full Accuracy
April 19, 2026Learn how the Caveman skill for Claude Code, Codex, Gemini CLI, and 40+ AI agents reduces output tokens by ~75% with zero loss in technical...
- Claude Doctor: Diagnose Your AI Coding Sessions for Anti-Patterns
April 19, 2026Claude Doctor is a 418-star open-source CLI tool that analyzes your Claude Code transcripts for behavioral anti-patterns, sentiment drift, and structural issues, then generates actionable...
- Claw Code: Open-Source Rust AI Agent Harness for Autonomous Development
April 19, 2026Claw Code is a 185K-star Rust-based CLI agent harness that coordinates autonomous coding agents through a three-part system of workflow orchestration, event routing, and multi-agent...
- Designlang: Extract Complete Design Systems From Any Website
April 19, 2026Designlang (design-extract) is an 892-star open-source tool that crawls any website with a headless browser, extracts every computed style from the live DOM, and generates...
- Karpathy's LLM Wiki: Build a Compounding Knowledge Base With Your AI Agent
April 19, 2026Learn how Andrej Karpathy's LLM Wiki pattern replaces traditional RAG with a persistent, compounding knowledge base where your LLM agent incrementally builds and maintains a...
- MemPalace: Local-First AI Memory That Hits 96.6% Recall Without a Single API Call
April 19, 2026Learn how MemPalace stores your conversation history as verbatim text, retrieves it with 96.6% R@5 on LongMemEval using zero LLM calls, and organizes everything with...
- OpenClaw: Personal AI Assistant You Run on Your Own Devices
April 19, 2026OpenClaw is a 359K-star open-source personal AI assistant that runs locally on your devices, supporting 20+ messaging channels, voice wake words, live canvas, and multi-agent...
- n8n: Secure Workflow Automation for Technical Teams
April 19, 2026n8n is a 184K-star open-source workflow automation platform that gives technical teams the flexibility of code with the speed of no-code, featuring 400+ integrations, native...
- ArcKit: Enterprise Architecture Governance and Vendor Procurement Toolkit
April 18, 2026Discover how ArcKit transforms enterprise architecture governance with 68 AI-assisted slash commands, 10 research agents, and 70+ templates across Claude Code, Gemini CLI, GitHub Copilot,...
- Claude Desktop for Debian: Native Linux Packaging with MCP, Cowork Mode, and Multi-Architecture Support
April 18, 2026Learn how to install and use Claude Desktop natively on Linux with Debian/RPM/AppImage packages, MCP integration, Cowork mode sandboxing, and multi-architecture support for amd64 and...
- DeepGEMM: Clean and Efficient FP8 GEMM Kernels with Fine-Grained Scaling
April 18, 2026A comprehensive guide to DeepGEMM, DeepSeek's high-performance tensor core kernel library for FP8 GEMM operations, MoE optimizations, and JIT compilation on NVIDIA SM90/SM100 GPUs.
- OpenClaw: Your Own Personal AI Assistant That Runs Everywhere
April 18, 2026OpenClaw is an open-source personal AI assistant with 20+ messaging channels, voice wake, live canvas, multi-agent routing, and a plugin architecture. Run it on your...
- RustDesk: Open Source Remote Desktop - The TeamViewer Alternative
April 18, 2026Explore RustDesk, the open-source remote desktop application built with Rust and Flutter that offers self-hosted servers, end-to-end encryption, and cross-platform support as a powerful TeamViewer...
- T3 Code: A Minimal Web GUI for Coding Agents
April 18, 2026Explore T3 Code, the open-source minimal web GUI for coding agents like Codex and Claude. Learn about its architecture, multi-provider support, and how to get...
- Thunderbolt: AI You Control - Choose Your Models, Own Your Data
April 18, 2026A comprehensive guide to Thunderbolt, the open-source cross-platform AI client by Thunderbird that puts you in control with multi-provider LLM support, E2E encryption, offline-first architecture,...
- wacli: WhatsApp CLI for Sync, Search, and Send
April 18, 2026Explore wacli, a powerful WhatsApp CLI tool written in Go that enables local message sync, offline search, sending messages, and contact/group management from the terminal....
- Android Reverse Engineering Skill: Decompile APKs and Extract APIs with Claude Code
April 17, 2026Learn how to use the Android Reverse Engineering Skill for Claude Code to decompile Android apps, extract HTTP APIs, trace call flows, and document endpoints...
- Chrome DevTools MCP: AI-Powered Browser Automation
April 17, 2026Learn how Chrome DevTools MCP enables AI agents to control Chrome browser through the Model Context Protocol with 29 tools for input, navigation, emulation, performance,...
- Craft Agents OSS: The Open-Source Agent-Native Desktop Application
April 17, 2026Explore Craft Agents OSS, a 4,189-star TypeScript monorepo that delivers a production-grade agent-native desktop application for working with AI agents including Claude, Google AI, and...
- DFlash: Block Diffusion for Lightning-Fast LLM Speculative Decoding
April 17, 2026Learn how DFlash uses block diffusion models to accelerate LLM inference with speculative decoding, achieving 2-3x speedups across Transformers, SGLang, vLLM, and MLX backends.
- Evolver: GEP-Powered Self-Evolution Engine for AI Agents
April 17, 2026Learn how Evolver uses the Genome Evolution Protocol (GEP) to enable AI agents to self-repair, optimize, and innovate through auditable evolution cycles with built-in safety...
- Omi: Open-Source AI Wearable That Remembers Everything
April 17, 2026Explore Omi, the open-source AI-powered wearable platform that captures conversations, transcribes in real-time, builds knowledge graphs, and provides an AI assistant that never forgets. Learn...
- OpenAI Agents Python SDK: Building Multi-Agent AI Workflows
April 17, 2026Learn how to build production-ready multi-agent AI workflows with the OpenAI Agents Python SDK - a lightweight, provider-agnostic framework with handoffs, guardrails, tracing, and sandbox...
- OpenSRE: AI-Powered Site Reliability Engineering Framework
April 17, 2026Learn how OpenSRE automates incident investigation and root cause analysis with AI agents, 40+ integrations, and a dual-LLM architecture for production reliability.
- Agent Skills: Production-Grade Engineering Skills for AI Coding Agents
April 16, 2026A comprehensive collection of production-grade engineering skills designed for AI coding agents, enabling better code quality and development practices.
- Claude Code Game Studios: Turn Claude Code into a Full Game Dev Studio
April 16, 2026Transform Claude Code into a complete game development studio with 49 AI agents, 72 workflow skills, and a comprehensive coordination system for building games.
- Dive Into LLMs: Hands-On Large Language Model Tutorial Series
April 16, 2026Learn large language models through hands-on programming tutorials covering LLM fundamentals, training, and deployment.
- GenericAgent: Self-Evolving AI Agent That Grows Its Own Skill Tree
April 16, 2026GenericAgent is a self-evolving AI agent that grows its skill tree from a 3.3K-line seed, achieving full system control with 6x less code than traditional...
- Google Magika: AI-Powered File Type Detection
April 16, 2026Learn how Google Magika uses deep learning to accurately detect file content types with ~99% accuracy and ~5ms inference time. Available as CLI, Python, and...
- Magika: AI-Powered File Content Type Detection by Google
April 16, 2026Discover how Google's Magika uses deep learning to accurately detect file content types, supporting over 100 content types with state-of-the-art accuracy.
- Open Agents: Open Source Template for Building Cloud Agents
April 16, 2026Learn how to build cloud agents with Vercel's open-source template. Discover the three-layer architecture, durable workflows, and sandbox isolation for production-ready AI coding agents.
- Public APIs: The Ultimate Free API Collection for Developers
April 16, 2026Discover the world's largest curated collection of free APIs with over 423,000 GitHub stars. From animals to weather, find the perfect API for your next...
- Apollo 11: Original AGC Source Code - A Historic Software Heritage
April 15, 2026Explore the original Apollo 11 Guidance Computer (AGC) source code that powered humanity's first Moon landing. Learn about the Command Module (Comanche 055) and Lunar...
- Camofox Browser: Anti-Detection Browser Server for AI Agents
April 15, 2026Explore Camofox Browser, a headless browser automation server powered by Camoufox that bypasses bot detection for AI agents. Learn about its C++ anti-detection, element refs,...
- Claude Cookbooks: Effective Claude Usage Patterns
April 15, 2026Learn how to use Claude effectively with these cookbook recipes and best practices from Anthropic.
- Pascal Editor: Open Source 3D Architectural Building Editor
April 15, 2026Explore Pascal Editor, a powerful open-source 3D building editor built with React Three Fiber and WebGPU. Learn about its architecture, node hierarchy, state management, and...
- Voicebox: Open-Source Voice Synthesis Studio
April 15, 2026A comprehensive guide to Voicebox, the open-source voice cloning studio that runs locally on your machine with 5 TTS engines, 23 languages, and professional audio...
- BlenderMCP: AI-Powered 3D Content Creation
April 14, 2026Connect Claude AI to Blender through the Model Context Protocol for prompt-assisted 3D modeling, scene creation, and manipulation with Poly Haven, Hyper3D, and Sketchfab integrations....
- Khoj: Your AI Second Brain for Personal Knowledge Management
April 14, 2026Discover Khoj, an open-source AI personal assistant that extends your capabilities with semantic search, custom agents, and multi-platform support for documents and conversations.
- Project N.O.M.A.D.: Offline-First Knowledge Server with AI
April 14, 2026A self-contained, offline-first knowledge and education server packed with critical tools, knowledge, and AI to keep you informed and empowered - anytime, anywhere.
- RustFS: High-Performance S3-Compatible Object Storage
April 14, 2026Discover RustFS, a high-performance S3-compatible object storage system written in Rust that delivers 2.3x faster performance than MinIO with memory safety and Apache 2.0 licensing....
- Claude-Mem: Persistent Memory for AI Coding Assistants
April 13, 2026Discover how Claude-Mem provides persistent memory across Claude Code sessions with progressive disclosure, hybrid search, and intelligent observation compression.
- Ralph: Autonomous AI Agent Loop for Complete PRD Execution
April 13, 2026Discover how Ralph revolutionizes AI agent workflows by running autonomous loops until all PRD items are complete.
- VibeVoice: Open-Source Frontier Voice AI from Microsoft
April 13, 2026Explore VibeVoice, Microsoft's open-source voice AI family featuring 60-minute ASR, 90-minute multi-speaker TTS, and real-time streaming synthesis with ultra-low latency.
- Archon: The First Open-Source Harness Builder for AI Coding
April 11, 2026Explore Archon, the first open-source harness builder designed specifically for AI coding workflows with powerful automation capabilities.
- Awesome Design Systems: A Curated Collection
April 11, 2026Explore the comprehensive collection of design systems, component libraries, and pattern libraries curated for developers and designers.
- Claude Code Best Practices: A Comprehensive Guide
April 11, 2026Master Claude Code with best practices for AI-assisted development workflows, subagents, skills, commands, and orchestration patterns.
- Claudian: Claude Code as Your AI Collaborator in Obsidian
April 11, 2026Discover Claudian, an Obsidian plugin that embeds Claude Code as an AI collaborator for enhanced note-taking and knowledge management.
- DeepTutor: Agent-Native Personalized Learning Assistant
April 11, 2026Explore DeepTutor, an AI-powered personalized learning assistant that uses agent-native architecture for adaptive education with TutorBots, knowledge management, and persistent memory.
- Goose: Open Source AI Agent That Codes, Tests, and Executes
April 11, 2026Discover Goose, an open source extensible AI agent that goes beyond code suggestions - install, execute, edit, and test with any LLM.
- Kronos: Open-Source Foundation Model for Financial Market Forecasting (Kronos-base & Kronos-small)
April 11, 2026Kronos is an open-source foundation model for financial market forecasting — a hierarchical tokenizer (Kronos-base, Kronos-small) that turns K-line / OHLCV candlesticks into tokens for...
- MarkItDown: Microsoft's Document to Markdown Converter
April 11, 2026Learn how to use MarkItDown to convert various document formats to Markdown with Python. A comprehensive guide to Microsoft's lightweight document conversion utility.
- Multica: Open-Source Managed Agents Platform
April 11, 2026Explore Multica, an open-source managed agents platform for building and orchestrating AI agent systems with autonomous task execution and skill reuse.
- OpenDataLoader PDF: Transform PDFs into AI-Ready Data
April 11, 2026Learn how OpenDataLoader PDF parses PDFs and automates accessibility for AI applications with intelligent data extraction, achieving #1 benchmark accuracy.
- OpenDataLoader PDF: Parser for AI-Ready Data
April 11, 2026Learn how OpenDataLoader PDF transforms documents into AI-ready data with automated accessibility features.
- VoxCPM: Tokenizer-Free TTS for Multilingual Speech Generation
April 11, 2026Explore VoxCPM2, a groundbreaking tokenizer-free text-to-speech system for multilingual speech generation, creative voice design, and true-to-life voice cloning.
- Superpowers: The Complete Agentic Skills Framework for AI Coding Assistants
April 10, 2026Explore obra/superpowers - a comprehensive skills framework that transforms AI coding assistants into disciplined software engineers with test-driven development, systematic debugging, and subagent-driven development workflows....
- BitNet: Microsoft's 1-bit LLM Inference Framework
April 10, 2026Explore BitNet, Microsoft's official inference framework for 1-bit Large Language Models. Learn how to run 100B parameter models on CPU at human reading speed with...
- Deer Flow: ByteDance's Open-Source Long-Horizon SuperAgent Framework
April 10, 2026Explore Deer Flow, ByteDance's cutting-edge open-source SuperAgent framework for long-horizon AI tasks with advanced planning and execution capabilities.
- Impeccable: The Design Language That Makes AI Better at Design
April 10, 2026Discover how Impeccable helps AI coding agents produce distinctive, production-grade frontend interfaces with 21 design commands, anti-pattern detection, and multi-provider support.
- Learn Claude Code: Building AI Agents from Scratch
April 10, 2026A comprehensive guide to building high-completion coding agent harnesses. Learn the architecture, agent loop, tool dispatch, permission systems, and skill loading from the shareAI-lab/learn-claude-code repository...
- Oh-My-Codex: A Workflow Layer for OpenAI Codex CLI
April 10, 2026Discover how oh-my-codex (OMX) enhances OpenAI Codex CLI with structured workflows, agent teams, skills, and persistent state management for better AI-assisted development.
- Onyx: Open Source AI Chat Platform with 26K Stars
April 10, 2026Discover Onyx, a powerful open source AI chat platform that works with every LLM. Learn about its RAG capabilities, agent system, and enterprise features.
- Open SWE: Building Your Organization's Internal Coding Agent
April 10, 2026Learn how Open SWE enables organizations to build autonomous coding agents with multi-platform integration, pluggable sandboxes, and production-ready architecture.
- OpenViking: Open-Source Context Database for AI Agents
April 10, 2026Explore OpenViking, a powerful open-source context database for AI agents with tiered loading, filesystem integration, and intelligent retrieval capabilities.
- OpenViking: Context Database for AI Agents
April 10, 2026OpenViking is an open-source context database designed for AI Agents, using a filesystem paradigm to unify memory, resources, and skills management with hierarchical context delivery...
- TradingAgents: Multi-Agent LLM Framework for Financial Trading
April 10, 2026Explore TradingAgents, a sophisticated multi-agent LLM framework for financial trading with intelligent analysis, risk management, and automated decision-making.
- TradingAgents: Multi-Agent LLM Financial Trading Framework
April 10, 2026Explore TradingAgents, a 49K-star multi-agent LLM framework that mirrors real-world trading firms with specialized AI agents for fundamental analysis, sentiment analysis, news monitoring, and risk...
- last30days-skill: AI-Powered Multi-Source Research Engine
April 10, 2026Discover how last30days-skill researches topics across 12+ platforms and synthesizes grounded summaries scored by real engagement metrics.
- learn-claude-code: Building Production AI Agent Harness from Scratch
April 10, 2026A comprehensive guide to building AI agent harnesses with the 19-chapter progressive curriculum covering agent loops, tool dispatch, permissions, skills, and multi-agent teams.
- oh-my-codex: AI Coding Harness with Hooks, Agent Teams, and HUDs
April 10, 2026Discover oh-my-codex, a powerful AI coding harness featuring hooks for customization, multi-agent teams for complex tasks, and heads-up displays for monitoring.
- AI Hedge Fund: Multi-Agent Investment System
April 09, 2026Explore how 19 AI agents simulate legendary investors to make trading decisions using LangGraph orchestration.
- Agency Agents: A Complete AI Agency at Your Fingertips
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August 13, 2019Hi there! today we will build a multilayer model that should be like this: ![]({{ "assets/img/posts/lab3_keras_model.png" | absolute_url }}). </li> <li class="ap-item" data-title="lab2 how to make a basic multilayer keras model" data-desc="hi there! today we will build a multilayer model that should be like this figure: ![]({{ "assets/img/posts/lab2_keras_model.png" | absolute_url }})."> Lab2 How to make a basic multilayer Keras model
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August 21, 2018Step-by-step tutorial to install Google Protocol Buffers (Protobuf) on macOS. Fix common brew installation errors and get protoc working in minutes.
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