ArtifactBridge

Enables agents to query a git-native markdown corpus for the specs governing a file in about two reads, plus supports lexical topic search with expansion. Includes maintenance loops that surface uncovered code and stale governing docs to keep the corpus honest.

Enforces design systems and vocabulary via ontology checks, candidate scanning, linting, and structural search across repositories.

Enables automated regulation-change remediation by analyzing eCFR redlines, validating obligations, mapping code impact, running canary checks, and generating evidence packs for pull requests.

Enables AI coding agents to query a team's institutional coding rules and lessons learned, resolving a project → framework → language → global scope hierarchy so only the entries relevant to the current task are returned instead of whole knowledge-base files. It also supports governed proposal approval, PR and feature audits, meeting-transcript extraction, optional semantic ranking, and access-controlled audit logging, while keeping Markdown files as the source of truth.