Deterministic Drift Remediation: Automating
- How to set up automated canary builds, lockfile validation, and rollback guards for autonomous agent maintenance shifts.

Contents
Building Deterministic Test Gates
Never let an agent apply dependencies without running local containerized canaries. Always verify test suites before committing lockfile modifications.
FAQ
- How do you detect silent breaking changes in minor semver bumps?
Run isolated end-to-end integration tests in clean Docker containers before merging dependency updates.