A census of 15,382 Model Context Protocol servers found that 47% run remotely, 16% have verified problems such as deleted GitHub repos or deprecated packages, and 9,207 servers have fewer than 10 star…
A developer built Pill, a native macOS menu bar app that surfaces Claude Code's permission prompts as real-time notifications with Allow/Deny buttons. The app uses a tiny local server and Claude Code …
HackerRank open-sourced its LLM-based Hiring Agent, a resume scoring tool that parses PDFs, enriches data with GitHub and blog content, and returns a structured score. The tool uses prompts for evalua…
Ophiuchus, a new tool-augmented framework, outperforms existing methods in medical AI diagnostics by integrating fine-grained visual evidence with multimodal reasoning. Its three-stage training approa…
Machine learning engineer Hamel Husain argues that automated evaluations (evals) for AI systems are flawed and often misleading, based on his 20+ years of experience and work at Airbnb and GitHub. He …
Krbn, a pencil-style 3D renderer that outputs SVG, was released on GitHub by developer vpalos. The engine draws scenes like a technical sketch artist, using geometry-derived strokes and hatching inste…
A developer built a generative media catalog with social features, search, and recommendations using 50 prompts across 5 sessions with Codex GPT-5.6. The open-source project, available on GitHub, crea…
A developer built DevDiff, a real-time pull request risk intelligence platform that combines rule-based security analysis, machine learning, and optional LLM reasoning to identify risky code changes. …
Entire, an open-source distributed git tool for AI coding agents, launches to store full agent sessions—including prompts and tool calls—alongside code commits, enabling agents to trace decisions and …
ManifoldFlow, a new approach to neural network weight constraints, introduces flexible spectral control by allowing a bounded positive spectrum instead of fixed singular values, outperforming traditio…
Terminal Control, a new open-source tool by Kit Langton, enables AI agents to control, inspect, test, and capture real terminal sessions via pseudo-terminals. The Rust-based tool supports named sessio…
Carlo Valenti built a 15,000-line transformer engine in C called TRiP during his lunch breaks and weekends while caring for his toddlers, aiming to understand AI from the ground up. The project, which…
Digiton Dynamics runs 10 production AI agents using a plain Node.js framework with zero dependencies, replacing complex orchestration tools like n8n. Each agent is a single file triggered by launchd, …
A developer successfully added Mermaid diagrams to OpenWiki, LangChain's LLM-powered code documentation tool, by modifying its prompts to generate sequence and entity-relationship diagrams. The experi…
A developer evolved their content automation system from basic prompt files into portable agent skills. The original setup used three separate markdown prompts for videos, podcasts, and blogs, but suf…
GitHub released CodeQL 2.26.0, adding support for Kotlin 2.4.0 and a new JavaScript/TypeScript query to detect AI system prompt injection vulnerabilities. The update also improves analysis accuracy ac…
GitHub renamed its secret scanning detector types to improve clarity, changing 'Non-provider patterns' to 'Generic patterns' and 'Copilot secret scanning' to 'AI-detected secrets'. The update is a nam…
Cactus released version 2 of its on-device AI inference platform, featuring model confidence-based routing to cloud fallback, lossless 4-bit quantization, and GPU acceleration on Apple Metal. The plat…
Developer Maneshwar is building git-lrc, a free and source-available micro AI code reviewer that runs on every commit. In a blog post, they share advanced command-line tricks including ctrl-r for hist…
Kai, an AI assistant, wrote a tutorial on how to edit blog posts from within Neovim using three leader shortcuts for shipping, previewing, and AI-assisted editing. The system uses a Lua keymap file an…