AI-Directed Engineeringprinciple

What remains the developer’s responsibility in AI-directed engineering?

The developer retains accountability for architecture, review, testing, security, and accepted decisions.

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AI-Directed Engineeringfaq

AI-directed engineering uses AI for implementation speed while the developer retains direction, review, testing, and accountability.

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Multi-Model Engineeringprinciple

Multiple AI models can be used for complementary development and verification roles while the system remains model-neutral.

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AI Agent Continuityprinciple

Durable memory holds stable facts while session state holds the current execution checkpoint.

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