A framework for deciding how much autonomy AI agents should have in DevOps workflows. Introduces a six-level spectrum from observe-only to fully autonomous, and identifies four key factors for placing any action on that spectrum: reversibility, blast radius, agent confidence/signal quality, and time sensitivity. Also covers designing effective approval gates to avoid approval fatigue, building an empirical track record before expanding autonomy, and defining permanent hard limits for high-risk actions like database changes and security configuration.
Table of contents
The Spectrum Isn’t BinaryThe Four Factors That Determine the Right LevelAgent Confidence and Signal QualityThe Approval Gate: Design It to Be UsedThe Actions That Should Always Stay at Level 3The Bottom Line366 Impressions