Every failed test gets a verdict: stale test, or real bug.
Kifas compares each failure against your code change. Stale test: healed, with the diff. Real bug: flagged, with the repro. You set how easily a test is allowed to break.
$10 in credits, no card, 14 days.
A red build tells you nothing. So you rerun, wait, rerun. Eventually nobody investigates, and one day a real regression ships behind a test everyone had already learned to ignore.
test runs hits a flaky failure, and roughly 16% of test compute is spent re-running flakes rather than catching bugs.
Google engineering research
is the average engineering time spent fixing a single flaky test. The expensive part is not the fix, it is not knowing which failures matter.
Google engineering research
The same red X, two different answers.
What a verdict actually looks like.
The failing step
step 7 · workflow: checkout-regress ✗ click [data-test=checkout] waited 5000ms: element not found
Compared against the diff
- <button id="checkout-btn">+ <button data-test="checkout-cta"> selector renamed, behavior unchanged
Every decision ships with its evidence: the diff it compared against, the exact failure, and what changed.
Heal the stale test with its diff, or stop and flag a real bug with a repro attached.
Set per test how easily it is allowed to break. Lock a critical path, or let a cosmetic test heal on its own.
Other tools hand you a red X and a rerun button. Telling stale from broken is the line no competitor crosses.
The one row that changes the build.
Like-for-like monthly comparison as of June 2026. Competitor names are placeholders.
The verdict is one step of the loop.
Kifas is the whole testing loop, not a single feature. Connect a repo and it scans, suggests, builds, runs, and heals on every push. The verdict is what happens the moment a run goes red.
Trust, but verify.
How do I trust the verdict?
Every decision ships with its evidence: the code diff it compared against, the exact failure, and the healed step. You are never asked to take the verdict on faith.
What if I disagree with a heal?
Every heal is recorded with its before-and-after diff, so you can see exactly what changed. You also set how easily each test is allowed to heal on its own, from locked-down to heal-freely, so the calls you care about stay yours.
Does this replace my CI?
No. Kifas runs alongside it, and everything compiles down to standard Playwright you can export and run yourself. No lock-in.
Priced by what you actually run.
Credits, not seats. Adding teammates costs nothing. You spend when tests run.
- GitHub-connected autonomous loop
- Self-healing with break thresholds
- Auth Catalog · vibe testing · hybrid engine
Stop rerunning. Start diagnosing.
Connect a repo and watch a real failure get a verdict. Live now, not a waitlist.