What heavy AI coding usage revealed about throughput, cached context, workflow design, and why the bottleneck moves from implementation to validation.
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Articles on engineering, architecture, and technology strategy, focused on turning technical complexity into practical execution.
Why large organizations become slow to decide: growing complexity, diluted ownership, and decision friction that quietly weakens innovation.
Why capable IT programs still fail: uncoordinated decisions, reinforcing feedback loops, and missing guardrails in complex delivery systems.