yomiyasu: Deodorize AI-Scented Japanese Without Losing Meaning - Inside nanai...
If you have read enough AI-generated Japanese, you recognize the smell before you can name it. Sentences open with “重要なのは” and close with “いかがでしたでしょうか”. Systems “quietly break”, time “melts away”, and every other phrase is wrapped in bold. The prose...
UFO Core: Team Agents on Your Own Infrastructure - Inside ufo-ai/ufo-core
Most agent frameworks stop at the loop: a model, some tools, a while statement. UFO starts where those end. It is an open-source runtime for AI agents built for a team: members hand agents work in chat, agents read files...
Strata: Run a 125B MoE on a Gaming PC - Inside Niko1221/Strata
Model sizes have grown far faster than consumer graphics cards. The largest open-weight models now ship as hundreds of billions of parameters, and the usual answer is “rent a server”. Strata, an MIT-licensed project by Niko1221, takes the opposite road:...
ReelMimic: Clone Any Video's Style With A Local AI Crew - Inside edenfunf/ree...
We have all watched a short film or music video and thought the same thing: I want something of my own that moves, cuts and lands its beats exactly like that. Training a video model is out of reach for...
MOVO: Turn A Local Agent Runtime Into An Enterprise Platform - Inside himovo/...
Running an agent demo on a laptop and operating an agent platform for a team are two different sports. The demo needs a clever prompt; the platform needs identity and access control, knowledge management, model administration, approval workflows, audit trails,...
M3E Canvas: Sketch Material 3 Screens Into AI Prompts - Inside lnkiai/m3e-canvas
Every AI coding tool is only as good as the brief you give it. Describe a screen in prose and you get a generic guess; show it exactly which components go where, with real Material 3 Expressive styling, and the...
Jev Jarvis: A Read-Only Chat Copilot That Judges Before It Drafts - Inside je...
Most assistant tools that promise to help with chatting make the same move: they grab the conversation, throw it at a generative model, and hand you a paragraph to send. The paragraph usually reads fine and is often wrong for...
EasyRead: Read Papers In Your Language With Layout Intact - Inside Edwardxlai...
Every researcher knows the drill: you find a paper that matters, it is forty pages of dense English with equations, two-column layouts and tables, and your reading speed drops to a crawl. Browser translators mangle the math, one-shot PDF translators...
dsh-our-free-model: Free Frontier Models Inside DeepSeek Harness - Inside zou...
Free access to frontier models usually comes wrapped in sign-up forms, API keys, quota dashboards, and a reseller sitting between you and the inference endpoint. The dsh-our-free-model plugin takes the opposite path: install it into DeepSeek Harness (dsh), restart once,...
Answer Me with HTML: Turn Agent Answers Into One Visual Page - Inside QingYun...
Ask a coding agent to explain the TCP three-way handshake and you get a wall of text. Ask it to draw the answer instead and you get a different problem: the agent types every line of CSS, every wrapper div,...
OpenAgentCore: Run the OpenAI Agents API on Your Own Infrastructure - Inside ...
The OpenAI Agents API is a lovely thing to build against: create a Session, stream the events, poll the durable state. It is much less lovely to build on when every request leaves your data center, your harness choices are...
OpenAI MCP Extensions: Plugins That Feel Native Inside ChatGPT - Inside opena...
If you have built an MCP server, you know the ceiling of the base specification: tools, resources, prompts, and a stdio or HTTP wire. It works everywhere, which means it feels native nowhere. The model can call your tool, but...
PaperGraph MCP: Read Math Papers With Evidence, Not Guesses - Inside lotchuaz...
Ask a language model to explain a proof and it will happily invent dependencies, conflate similar theorems, and present all of it with total confidence. For mathematics that failure mode is fatal, because the value of a paper is exactly...
Glyd: Bit-for-Bit Compression for Model Weights and Data Lakes - Inside surya...
Every layer of the AI stack has a storage problem. Training runs checkpoint terabytes; inference packs GPUs to the brim with weights and KV caches; data lakes drown in logs and dumps that are written once and read constantly. Compression...
geo-score: Can AI Engines Cite Your Site? - Inside jianruntech/geo-score
Search is quietly splitting in two. One half ranks pages the way it always has. The other half answers: ChatGPT, Perplexity, Google AI Overviews, Gemini and Copilot retrieve passages, judge whether a source is worth quoting, and either cite you...
BankMCP: Your AI Now Reads Your Bank - Inside noskillish/bankmcp
The questions are simple. Has the invoice from Acme been paid? What did we spend on groceries in August? Which subscriptions am I paying for, and what do they cost per year? Yet the answers live behind bank logins, per-bank...
system-one-connector: Give Your AI Agent Judgments It Can Branch On - Inside ...
When an AI agent needs a quick judgment call, the usual move is to ask a reasoning model, read a paragraph back, and guess what it meant. “This seems fairly urgent” gives the agent nothing to put in an if...
Ollaya: Run Open Decision Models Locally, the Way Ollama Runs LLMs - Inside o...
Not every AI workload needs a generator. Classify this support ticket, score this churn risk, route this request by language, decide whether this email is urgent: these are questions with fixed answer spaces, and paying a token-by-token LLM to answer...