About the Foundations of AI Assisted Software Development
AI acts as an amplifier of existing engineering practices, not a replacement for them—strong teams get faster, weak teams produce mess faster The "house" framework rests on three non-negotiable pillars: QA (foundation), Specs & Context (right wall), and Team Culture (left wall), with AI as the roof DORA's 2025 report of ~5,000 professionals confirms AI adoption correlates with higher throughput but lower delivery stability without control systems The QA pipeline serves as the agent's objective f
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Code Generation Agent Programming