Shows how builders can use AI agents to create custom tools for secure file editing workflows
Simon Willison releases web-edit 0.1a0, a Python web app built by AI agents for securely editing files in folders over Tailscale networks.
Janas-LLM enables running large language models (up to 80B parameters) on hardware with limited RAM by streaming experts from SSD, achieving 37 tok/s on Qwen3-Next-80B with 32GB RAM.
Hugging Face CEO advocates for researchers to share RL environments openly, citing recent conversion of OpenAI math problems into open-source training environments.
A GitHub repository tracks FOSS projects that have adopted LLMs/AI and provides alternatives, forking guides, and policy request templates.
Veda is a Rust-based operating system with built-in AI agent capabilities that integrates directly with applications rather than relying on screen scraping.
Talorys is a free, open-source personal AI agent that runs entirely within your Cloudflare account with chat, memory, tasks, and automation features.
