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Why Faster Code Doesn't Mean Faster Shipping
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Why it matters
Organizations deploying AI coding assistants often accelerate code production without addressing real bottlenecks downstream. Eli Goldratt's Theory of Constraints reveals that optimizing a non-constraint step creates workflow congestion and actually worsens overall system throughput. The critical lesson: identify whether your constraint is code writing, review, integration, or deployment before investing in speed.
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Theory of ConstraintsAI coding assistantsBottleneckCode reviewDevelopment pipeline