GitHub + Ambience.
Updated 2026-06-07 · Code and pull requests
Turn approved pull requests, issues, and review decisions into scoped Ambience memories for future engineering agents.
GitHub holds the code history. Ambience captures the reasoning that future agents need before editing the code again.
Ambience stores the reusable decision, convention, skill, failure, or reference. The original github pr stays visible as source context.
Example source-linked memories
Keep middleware public path changes covered by route tests
Source: GitHub PR: public discovery routes
Use preview/apply tokens for admin mutations
Source: GitHub issue: MCP action parity
PRs are full of reusable reasoning
Code review comments, merged PR descriptions, and issue threads often contain durable context: why a tradeoff landed, which bug not to repeat, and how a subsystem is supposed to behave.
Ambience lets approved agents capture that reasoning as scoped memory while preserving GitHub as the linked source.
Useful for review and onboarding
Future agents can retrieve prior review conventions, failure modes, and implementation decisions before opening the next PR. New teammates inherit the team's engineering context without reading the whole repository history.
Source-linked, not source-copying
Ambience is not a repository crawler. It stores concise, redacted memories with source metadata so agents can reuse the decision without turning every PR into another knowledge base.