Cicd | Thomas Talks AI: Claude Architecture, AI Agent Security, Claude Code & Production Engineering

A tested Claude Code commit changing after a rebase, causing a release gate to reject stale evidence and run the checks again

Your green check belongs to a commit, not a pull request

A Claude Code branch can change after tests pass and approval is given. Bind test results, review evidence, and release approval to the exact commit that produced them.