The AI-SDLC starts
with governance.
Before anyone builds, the deterministic harness mandates how an application gets built. Set once by your team, inherited by every build—engineers and agents alike.
AI skills
Which AI skills are used
Tests
Which test suite must pass
Dependencies
Which code dependencies are allowed
Workspace ruleset
Set once, inherited every build
Auth & environments
Which auth patterns and environments apply
Data residency
Where the data lives





