Diagnose a CI failure and generate a repair plan

Turn one failing build, test, compiler, dependency, lint, or container log into an ordered diagnosis with likely root cause, redacted evidence, a focused rerun command, concrete repair steps, and a stable failure fingerprint.

$0.02 USDC   POST /v1/diagnose-and-fix

developer-tools · ci-cd · logs

{
  "log": "FAILED tests/test_math.py::test_total - AssertionError: assert 1 == 2",
  "step_name": "pytest"
}

{
  "success": true,
  "diagnosis": {
    "failure_type": "pytest",
    "error_message": "AssertionError: assert 1 == 2",
    "stack_trace": [
      "tests/test_math.py:8: AssertionError"
    ],
    "suggested_fix_category": "test_failure",
    "confidence": 0.96
  },
  "likely_root_cause": "A test assertion did not match the observed value.",
  "rerun_command": "pytest -q tests/test_math.py::test_total",
  "repair_steps": [
    "Reproduce the single failing test.",
    "Compare expected and actual values."
  ],
  "fingerprint": "ci1:0123456789abcdef01234567"
}