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Curriculum/Eval Systems & Quality Gates/5.1 Why Code-Gen Evals Are Uniquely Hard

5.1 Why Code-Gen Evals Are Uniquely Hard

Understand why AI code generation cannot use traditional assertions — non-determinism requires semantic evaluation — and map the eight-level correctness spectrum from syntax parsing to aesthetic judgment that defines the full eval infrastructure Make must build.

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Make Platform PM
A technical curriculum for Product Managers working on AI code-generation platforms — runtimes, preview environments, agent infrastructure, evals, observability, and extensibility.

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