Skillgrade, a new open-source tool, enables developers to create and run unit tests for AI agent skills, ensuring agents correctly discover and use custom skills. The tool supports multiple AI agents …
A developer built a hybrid container governance pattern to manage multiple WSL instances running the same MCP server stack. Instead of installing the stack on each instance, they containerized the ent…
Crawl4AI, an open-source web crawler and scraper that converts web pages into LLM-ready Markdown, has released version 0.9.1 with 12 bug fixes. The tool, which has over 50,000 GitHub stars, is designe…
A developer building MCP Guard identified five common AI agent mistakes that can destroy production databases, based on conversations with 50+ developers. The mistakes include giving destructive acces…
A developer released Tracker, a lightweight self-hosted document system for coding agents built in Go, using Postgres for indexing and coordination with S3 or local file storage. The tool provides lea…
Jeff Morgan and Michael Chiang's Ollama raised a $65 million Series B led by Theory Ventures, bringing total funding to $88 million. The open-source AI developer tool, used by over 8.9 million develop…
OpenClaw, a personal AI assistant created by Peter Steinberger, bridges local Ollama models to messaging apps like Telegram, WhatsApp, and Slack, enabling private, hardware-based AI interactions. The …
Ollama, an open source AI developer tool, raised $65 million in Series B funding led by Theory Venture, bringing its total funding to $88 million. The company, which helps developers run open-weight A…
Hugging Face users report a persistent 503 error when making server-side requests from one private Docker Space to another, despite individual features being documented as supported. The issue appears…
A developer built DeployCraft AI, a tool that designs MLOps infrastructure by generating deterministic deployment blueprints from high-level inputs. The system uses a rules engine and Jinja2 templates…
A developer is building a production-grade AI messaging and RAG platform on a modest AMD Ryzen 5500U mini PC with 16GB RAM, running Rocky Linux. The project implements enterprise patterns including Do…
Tilion released an open-source MCP server that gives AI agents like Claude Code a stealth Chromium engine to bypass web blocking systems such as Cloudflare, DataDome, and PerimeterX. The tool runs loc…
Docker launched Sandboxes in April 2026, using microVMs to isolate AI coding agents, shifting the container-versus-VM debate to a three-way comparison with microVMs. MicroVMs provide hardware-enforced…
A developer ran 70 MCP servers in a sandboxed environment using Docker and strace to log runtime behavior, finding that 67 were clean at startup, 3 made outbound HTTPS connections consistent with thei…
A MacBook M5 Max user reports that Open WebUI's native mode fails to retrieve from knowledge bases with a 'str' object has no attribute 'items' error, while legacy mode works. The user, running a self…
Start with A, an open-source investment research platform, has been released on GitHub. The self-hosted tool integrates research, portfolio monitoring, and journaling into a single workflow, supportin…
Nginx Proxy Manager (NPM) ships with conservative defaults that cause performance issues under real traffic, such as upstream timeouts, 502 errors, and SSL handshake latency. An engineer details how t…
A developer published a guide for running self-hosted large language models locally using Docker Compose with Ollama and Open WebUI, enabling a private ChatGPT-like experience without sending data to …
Readme2demo, an AI agent that reads a repository's README and runs it inside a hardened Docker sandbox to generate verified tutorials and demo videos, has been released. The tool replays every step in…
Ghostmeet, a self-hosted meeting transcription and summarization tool, captures audio from a browser tab, transcribes it locally with Whisper, and summarizes it with Claude on demand, ensuring audio n…