TencentDB Agent Memory: Team-Level Memory Hub for AI Agents
TencentDB Agent Memory: Team-Level Memory Hub for AI Agents Every AI agent user knows the drill. You open your coding assistant, spend 10 minutes re-explaining your project structure, your preferred patterns, the architecture decisions you made last week, and the...
OpenWork: Share AI Workflows Across Agents and Teams
Introduction OpenWork is a free, open-source desktop application built for sharing AI workflows across the agents and tools you already use. It is an open-source alternative to Claude Cowork and Codex, available for macOS, Windows, and Linux. The core idea...
Kaneo: Open-Source Project Management Platform
Introduction Project management software is one of the most crowded categories in modern tooling, yet most teams still end up fighting their tools instead of doing their work. Kaneo is a free, open-source project management platform that takes the opposite...
DwarfStar (ds4): A Native Inference Engine for DeepSeek V4 Flash
Introduction Running capable large language models locally used to mean leaning on a general-purpose GGUF runner. DwarfStar, also known by its repository name ds4, takes a different stance. It is a small, native inference engine optimized first for a single...
AirLLM: Run 70B LLMs on a 4GB GPU Without Quantization
Introduction The GPU memory bottleneck is the elephant in the room of modern AI. As large language models scale from 7B to 70B to 400B and beyond, the VRAM required just to hold the model weights has become a showstopper...
AI for Beginners: Microsoft's Free 12-Week Curriculum From Symbolic AI to Mul...
AI for Beginners: Microsoft’s Free 12-Week Curriculum From Symbolic AI to Multi-Agent Systems Artificial intelligence is everywhere — from the spam filter in your inbox to the recommendation engine on your favorite streaming platform. Yet for all its ubiquity, finding...
Awesome LLM Apps: 100+ Open-Source AI Agents, Agent Skills, and RAG Apps
The LLM app landscape has exploded. Every week brings a new agent framework, a fresh RAG technique, or a voice AI demo that goes viral on Hacker News. But here’s the problem: most of these projects are toy demos —...
Learn WebSocket in a Single Post: A Complete Tutorial From Handshake and Fram...
Learn WebSocket in a Single Post: Complete Tutorial From Handshake and Frames to Rooms, Scaling, and Production WebSocket is the protocol that turns HTTP’s request/response model into a persistent, full-duplex channel — the server can push data to the client...
Learn WebRTC in a Single Post: A Complete Tutorial From Signaling and ICE to ...
Learn WebRTC in a Single Post: Complete Tutorial From Signaling and ICE to Media, Data Channels, and SFU Scaling WebRTC is the browser-native protocol for real-time audio, video, and data — peer-to-peer, encrypted, sub-second latency, no plugins. It powers Google...
Learn Traefik in a Single Post: A Complete Tutorial From Dynamic Routing and ...
Learn Traefik in a Single Post: Complete Tutorial From Dynamic Routing and Middleware to ACME TLS Traefik is the cloud-native reverse proxy — a modern alternative to Nginx designed for containerized environments. Its defining feature: dynamic configuration — it reads...
Learn Prometheus in a Single Post: A Complete Tutorial From Metrics and the P...
Learn Prometheus in a Single Post: Complete Tutorial From Metrics and the Pull Model to PromQL, Alerting, and Grafana Prometheus is the metrics half of the observability stack — a time-series database that scrapes metrics from your services, stores them,...
Learn Packer in a Single Post: A Complete Tutorial From Builders and Provisio...
Learn Packer in a Single Post: Complete Tutorial From Builders and Provisioners to Immutable Images Packer is HashiCorp’s tool for building machine images — AMIs for AWS, VHDs for Azure, GCE images for GCP, Vagrant boxes, Docker images, VMware VMs...
Learn OAuth 2.0 and OIDC in a Single Post: A Complete Tutorial From Authoriza...
Learn OAuth 2.0 and OIDC in a Single Post: Complete Tutorial From Authorization Flows and Tokens to PKCE and Security OAuth 2.0 is the authorization framework that lets a user grant a third-party app access to their data on another...
Learn Loki in a Single Post: A Complete Tutorial From Labels and LogQL to Pro...
Learn Loki in a Single Post: Complete Tutorial From Labels and LogQL to Promtail, Grafana, and Production Loki is the logs pillar of the Grafana observability stack — a horizontally-scalable log aggregation system that indexes only labels (not the full...
Learn Ansible in a Single Post: A Complete Tutorial From Inventory and Playbo...
Learn Ansible in a Single Post: Complete Tutorial From Inventory and Playbooks to Roles, Vault, and Production Ansible is an agentless configuration-management tool — you write YAML “playbooks” that describe the desired state of your servers, and Ansible uses SSH...