
Code Generation Prompt Chain — Spec to Tested Code Pipeline
Delivery in
4 days
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What you get with this Offer
I will build a code generation prompt chain — covering specification interpretation, architecture planning, implementation generation, test generation, code review, and bug fixing — producing tested, reviewed code through a structured chain where each step's output directly informs and constrains the next. Code generation chains that include a test generation step before the implementation step produce higher-quality code because the test generation forces explicit specification of expected behaviour that the implementation step then satisfies — a form of prompt-chained test-driven development that produces more complete and correctly-behaving implementations than specification-to-implementation without test intermediation.
The chain covers spec interpretation, architecture planning, implementation generation with architecture context, test case generation from spec, implementation validation against tests, code review and bug fix iteration, and delivery of tested, reviewed code.
The chain covers spec interpretation, architecture planning, implementation generation with architecture context, test case generation from spec, implementation validation against tests, code review and bug fix iteration, and delivery of tested, reviewed code.
What the Freelancer needs to start the work
Please describe your code generation use case, your programming language and framework, your testing requirements, your LLM provider, and your quality criteria for generated code.
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