AI article
Golden Sets Are the Unit Tests Your LLM Feature Never Had
Community description: Most LLM regressions do not throw exceptions; they quietly change the shape of a JSON response or...
Dev.to | Aug 30, 2026 | Dakota Ma
Automated excerpt
A passing test suite that only asserts a 200 response will never see it. The setup is provider-agnostic, but MonkeyCode's free model access and free server option make it cheap to run continuously. You build it once for the decisions your prompt actually makes, then run it after every prompt edit, model swap, or system change.
Selected automatically from source text; not independently written or fact-checked. Read the original for full context.