We are entering a phase where AI adoption metrics at large companies look good on paper, but a new problem is quietly forming: nobody actually knows how to govern the agents that are being deployed. Here is the maturity curve as I see it: Stage 1: Expe…

There's a lot of coverage of how AI agents are being built. Almost none of it covers how they're being governed, maintained, and operated once they're deployed. I think the reason is that the tools and frameworks for that layer barely exist…

hey everyone, wanted to share a milestone and also genuinely ask for help from people who get this space we built Caliber, an open source tool that analyzes your codebase and auto generates the agent context files you actually need. think CLAUDE.md, MC…

so a while back me and a few folks started working on Caliber, an open source tool for managing AI agent configs and syncing them with your codebase. the idea came from real pain we experienced with agents behaving unpredictably in production because t…

hey everyone. been lurking here for a while and wanted to share something we been building. the problem: ai coding agents are only as good as the context u give them. but writing CLAUDE.md, cursor rules, AGENTS.md for every project by hand is a massive…

yo folks, we just hit 150 stars on our open source tool that auto makes AI context files. got 90 PRs merged and 20 issues that ppl are pickin up. the tool scans ur codebase an spits out all those context files like CLAUDE md and cursor rules so u dont …

one of the most tedious parts of working with AI coding tools is having to manually write context files every single time. CLAUDE.md, .cursorrules, windsurf rules etc. u spend more time explaining your stack to the model than actually coding so i built…

hey everyone, been working on this side project called ai-setup and just hit a milestone i wanted to share 150 github stars, 90 PRs merged, 20 issues. feels surreal ngl what it does: its a cli tool that scans your codebase and auto generates all your A…

yo so i been grinding on AI agents for a while now and honestly the biggest pain is everyone reinventing the wheel with system prompts and configs so we went ahead and built a community repo where ppl can share whats actually working. agent prompts, cu…

quick share for folks who build stuff with AI agents we started this repo because setting up AI agent workflows from scratch every single time is genuinely annoying. cursor rules, claude code configs, agent pipelines all that stuff. so we just open sou…