TestSprite tests AI-generated code by using the application rather than mocking it: driving a real browser or hitting live APIs, generating the cases itself, and returning machine-readable failure bundles that a coding agent can consume and act on. Auto-Heal repairs tests when the UI changes.
The machine-readable output is the whole design. A test report written for a human is a dead end when the thing that wrote the code is an agent in Cursor or Claude Code; a structured failure bundle closes the loop so the agent fixes its own work before a person sees it. A CLI and an MCP server are how it plugs into that loop.
The Seattle company raised $6.7 million in seed funding and offers free testing on a live app with results in about ten minutes, though no pricing figures appear. Generated test cases test what the agent understood rather than what was intended, auto-healing tests can heal away a real regression, and an agent fixing its own failures is a loop that still needs a person watching it.
