A developer reports that local 7B LLMs hallucinate invalid FastAPI code, such as deprecated imports and missing typing imports, and that a post-generation lint loop with ruff achieves ~85% first-try c…
A developer built Buzzword Bingo, a multiplayer bingo game for conferences, as an experiment in specification-driven AI development using Claude. The project explored how far AI coding agents could be…
A developer built a complete AGENTS.md file for a URL shortener API in Python, demonstrating how the file guides AI coding agents by specifying setup, test, structure, conventions, and guardrails. The…
A developer has added migration and refactoring skills to the Polylith tooling for Python, enabling AI agents to convert legacy single-repo projects into an agent-friendly Polylith Monorepo. The skill…
A solo developer built a Claude-powered code review bot that runs on every pull request via GitHub Actions, posting structured JSON findings for semantic bugs while refusing to overuse the API. The sy…
Based on the provided text, the article summarizes example rulesets used by Astral for repositories like "ruff," "ty," and "uv." These rulesets enforce branch protections, such as preventing pushes to…