Spec-Driven Scaffolding: Parse, Customize, Validate
9 min
A reliable code generator isn't one giant prompt. Split it into three stages: an LLM parses a request into a validated spec, a deterministic script customizes a template, and a final gate checks the result. Determinism where you can, an LLM only where you must.