The highest quality codebase

kept by eddie dec 12, 25

Iterating a prompt 200 times to improve codebase quality with Claude produces exponentially worse code, introducing bloat and bugs.

LogTape
LogTape is a zero-dependency, library-first logging library for JavaScript runtimes that stays silent until the application opts in.
also on LogTape, #software-engineering, #developer-tools
Disagreement among frontier LLMs on real-world fact-checks
A study measuring five frontier LLMs on 1,000 recent fact-check claims found 67% disagreement, indicating limited inter-model agreement.
also on #llm-evaluation
GitHub - millionco/react-doctor: Your agent writes bad React. This catches it
React Doctor is a deterministic scanner that audits React codebases for issues across state, effects, performance, architecture, security, and accessibility, and integrates with coding agents and CI pipelines.
also on #code-quality, #ai-coding, #developer-tools
My Gemini 3 Review — matt shumer
Gemini 3 excels at creative writing and complex reasoning over GPT-5.1, delivering high-quality output with speed and a direct, non-verbose personality.
also on GPT-5.1, #ai-coding, #developer-tools
Build a coding agent with GPT 5.1
OpenAI demonstrates building a GPT-5.1 coding agent that scaffolds NextJS/shadcn apps using shell, web search, apply_patch, and Context7 MCP tools via the Agents SDK and Responses API.
also on GPT-5.1, #ai-coding, #developer-tools