GitHub - cased/kit: The toolkit for AI devtools context engineering. Build with codebase mapping, symbol extraction, and many kinds of code search.

kept by eddie nov 24, 25

Kit provides a Python toolkit for codebase mapping, symbol extraction, and code search to build LLM-powered developer tools and agents.

Anthropic invests $1.5M in the Python Software Foundation
Anthropic donated $1.5 million over two years to the Python Software Foundation, earmarked primarily for improving Python ecosystem security and supply-chain protection.
also on PyPI, #open-source, #ai-coding
GitHub Actions is the weakest link
GitHub Actions' default features—mutable tags, pull_request_target, template injection, and write-scoped tokens—have enabled a chain of supply-chain attacks on open-source registries, and GitHub's opt-in security roadmap won't fix the root causes.
also on PyPI, #open-source, #software-engineering
Don’t Outsource Your Thinking
The author shares 14 practical notes on using Claude Code and AI coding tools, emphasizing that developers must retain critical thinking while outsourcing grunt work and managing context.
also on Chroma, Claude Code, #ai-coding, #software-engineering, #developer-tools
The Potential of RLMs
Recursive Language Models (RLMs) mitigate context rot in LLMs by wrapping long contexts in a REPL environment, turning the problem into a coding and reasoning task.
also on Chroma, #software-engineering, #developer-tools