Coordination & Intent layer
GitLab
· Who is doing what
· When does it ship
· Roadmap & sprint planning
· Manager dashboards
System of record for:
Who + When + Status
Specify, Enforce & Verify layer
· What we're building & why
· Standards in every session
· Drift flagged for a human
· Acceptance criteria proven in CI
System of record for:
What + Why + Done-means
Implementation layer
· The actual code
· Reasoning
· Access to your repo
System of execution for:
How + The actual change
ticket in,
over MCP
context
pushed as
agents work