flaky test audit
Flaky test audit for teams that stopped trusting CI
Flaky tests slow releases because nobody knows whether a red build means a real bug. I trace failures back to selectors, timing, test data, environment drift, and suite design so your team knows what to fix first.
Best fit
- Teams rerunning CI to get a green build
- QA groups with tests developers ignore
- Leaders who need a short, ranked repair plan
Outcomes
- A flaky test report grouped by root cause, not symptom
- A ranked fix list with effort, risk, and owner
- Examples of repaired tests and safer patterns
- Rules for when to fix, quarantine, or delete a test
Proof
- Turned manual-heavy CooperVision QA into a stable automated coverage program.
- Worked on launch-sensitive Apple test infrastructure where false failures were expensive.
- Built release gates for e-commerce and government teams where timing and data drift mattered.
How the work runs
01
Collect failure history
I review CI logs, reruns, screenshots, traces, and test code to separate product bugs from test design failures.
02
Classify root causes
Failures are grouped by selector fragility, async timing, data setup, environment drift, test isolation, and pipeline limits.
03
Repair the highest-risk paths
I fix representative tests, document the pattern, and leave your team with a prioritized cleanup plan.
Common questions
How long does a flaky test audit take?
Most audits take 1 to 2 weeks. The timeline depends on suite size, CI access, and how much failure history is available.
Do you fix tests during the audit?
Yes. I usually fix a few representative failures so the report includes working examples, not just recommendations.
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