Reasoning systems require operational discipline, not just deployment. This module teaches weekly cognitive ops rituals, reasoning standards maintenance, and post-incident analysis specific to reasoning failures. You’ll learn to manage versioning, upgrades, and continuous improvement through structured reflection.

Through cross-industry case studies and anti-pattern analysis, you’ll internalize how high-performing teams sustain reasoning reliability. The module closes with a pre-release safety scan and the core field insight: autonomy without visibility isn’t intelligence—it’s luck. You’ll leave ready to operate reasoning systems that are safe at scale.