The compliance ratchet: AI speeds code, but risk controls pull back
Octopus Deploy shows that pumping AI into engineering teams doubles change volume, yet production failures rise, prompting compliance teams to tighten policies and restore the old pace. The net gain disappears, proving that without AI‑assisted governance you’ll hit a compliance ratchet that erodes productivity.