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CopilotChat

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Tool that generates code from your test cases, iteratively refining an LLM's output until all the tests pass (TDD-driven).

What it does

CopilotChat generates code using a test-driven workflow. A developer defines test cases with inputs and expected outputs plus an optional requirement description; an LLM then writes code to match. CopilotChat validates the output against the tests and iterates with the LLM until every case passes.

Core features

Define test cases with inputs/expected outputs
LLM code generation from tests and requirements
Automatic validation against test cases
Iterative refinement until tests pass

Best for

Test-driven code generation
Generating JavaScript functions
Validating AI-written code

Reviews

Big-picture takes: what it's for and whether it delivers. High-engagement YouTube videos — not sponsored.

Tutorials

Step-by-step: exactly how to get things done with it.