A developer built a benchmark to test whether AI coding models change their behavior when given a safety skill, measuring the Keelwright Score (KDS) as execution rate times discrimination rate. Result…
A developer has built Kumo, an open-source terminal multiplexer written in Rust and designed specifically for managing AI coding agents. The tool features a sidebar that lists running agents with stat…
A developer discovered that their git_commit.py script's --selftest block contains eight assertions, all of which test only the regex that strips AI-attribution lines, while ignoring the five failure …
A developer fixed a bug in an AI-attribution filter that used bare substring matching, which accidentally erased legitimate commit messages containing the word 'llm'. After replacing the substrings wi…
A developer reduced the reflect phase of the `akm improve` pipeline from 35 minutes to 8 minutes by eliminating unnecessary overhead. The new LLM mode makes direct HTTP calls to the LLM endpoint inste…