Tools
backpass treats AGENTS.md as weights and reads your agent transcripts to propose the edits
kunchenguid/backpass reached 190 stars since 2026-08-21 with a blunt framing: your AGENTS.md is a set of weights, each session is a forward pass, and the transcript on disk is the loss signal that nothing currently reads. It scans the local transcript stores of seven agent harnesses, finds sessions that actually ran in your repo, and proposes evidence-backed edits to the memory file under a token budget with a human gate. It is npm-published and runs on macOS and Linux.
Source
↳ Follow the thread