Continuous Delivery 2.0

Aug 27, 2026 · Fundamentals

Six AI Coding Failure Modes and How to Fix Them: Be the Strategic Commander

Matt Pocock identifies six failure modes in AI-assisted programming — misaligned intent, verbose but unclear output, unrunnable code, shallow module proliferation, cognitive overload, and disinvestment in system design — and prescribes strategic remedies like Grill Me questioning, ubiquitous language glossaries, TDD feedback loops, deep module design, interface-first delegation, and daily design investment to keep AI as a tactical executor under human strategic command.