Fingerprint a flaky or intermittent CI failure

Create a retry-stable fingerprint while detecting timing, race, randomness, ordering, shared-state, port, resource, and intermittent-network signals that often distinguish flaky tests from deterministic failures.

$0.002 USDC POST /v1/flaky-fingerprint

developer-tools · ci-cd · logs

Use it for

fingerprint flaky test
detect intermittent CI failure
group retry failures

Example input

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

Example output

{
  "fingerprint": "flaky1:0123456789abcdef01234567",
  "flaky_signals": [
    "timeout"
  ],
  "likely_flaky": true
}

Call it

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