Today has been a festival of ironing out automation seams. The first attempts and fixes keep surfacing new issues. big surprise. Diving in with Codex now
Insight: AI Operations Engine
Using GPT-5.6 and Codex, I evolved a production SaaS for contractor-operated field organizations with new automation, operational intelligence, compliance, and workforce features.