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AI delivery notes.

Practical writing on AI adoption, review capacity, verification bottlenecks, internal tooling distraction, and the systems that keep teams shipping.

AI-Assisted Development

DevOps for AI Coding Agents: Measure Verification Capacity Before You Rebuild Your Platform

Coding agents can increase change volume faster than teams can review, test, and release it. Learn how to measure verification capacity and add a practical risk-based workflow before rebuilding your delivery platform.

Justine Kizhakkinedath·Jul 8, 2026Featured

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