Find the route
Start with Next.js, Express, or Supabase Edge Functions. AST and framework analysis link consumers to their source locations.
AI-Programming Interface
One closed loop from source to verified test.
AIPI discovers an endpoint, runs it locally, explains failures with source evidence, and creates a native regression test. It is the development-time layer between your repository, API clients, agents, and test suite.
Reproduce the failure
Run safe requests locally and combine response data, logs, schemas, Git changes, and prior runs into reviewable evidence.
Keep the fix
Generate Vitest, Playwright, or Deno tests that run without AIPI and remain in your repository.