Advanced Academy Reader

AI-Assisted Software Development

Building AI-augmented engineering workflows that pair human developers with automated planning, generation, and review systems.

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Quality Guardrails

Maintain prompt registries so changes are versioned, reviewed, and tested.
Score generations for readability, complexity, and similarity to trusted patterns.
Track defect escape rate before and after AI adoption.
Instrument feedback loops so engineers can flag unsafe or low-quality suggestions.

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