The product moat
Make the whole contract visible.
The Integration Map connects a consumer call to the route, handler, validator, database schema, native tests, and historical runs. Every edge keeps source evidence and confidence.
HealthyAll linked layers agree.
ChangedSource moved since verification.
MismatchEvidence points to drift.
UncertainNeeds user confirmation.
Trace every claim
File, line, detection method, confidence, Git revision, and related run travel with every relationship.
Graph or table
Explore a service graph for orientation, then filter a dense project by health, framework, authentication, or change.
Review before mutation
AIPI proposes corrections and tests; agents do not silently change code or execute unsafe requests.