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PrincipleAll Explicit Control Loops Evidence First, Measure Before You Optimize Warnings Over Errors, Graceful Degradation by Default One Config, Many Surfaces Contract-Driven Integration GitOps as the Boring Substrate

PlaybookAI-Assisted Dev Adoption Loop AI Infrastructure Readiness Audit Healthcare Integration Onboarding Agent Rollout With Guardrails

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Build Your Own Legs Before the Crutches FailMar 9, 2026 · 14 min
AI-assisted development is useful leverage, but only if you convert borrowed competence into real judgment before the support becomes a dependency.
Explicit Control Loops Playbook: AI-Assisted Dev Adoption Loop Playbook: Agent Rollout With Guardrails