Qaily connects to your GitHub Actions pipeline and tells you which tests are unreliable, what's causing failures, and whether it's safe to deploy — in plain language.
Built for engineering teams shipping with Playwright + GitHub Actions
Intelligence layer
Six signals. One dashboard. No configuration required.
Every test scored on failure probability, retry rate, and duration variance. Know what's costing you CI time before it breaks production.
Groups related failures by root cause. Instead of 11 separate failures, see one cluster: 'Assertion errors in checkout flow — 80% of waste.'
Monitors test reliability at the user-flow level. Know if checkout, cart, or auth is degraded before your users do.
Every pull request gets an automated risk check. Changed checkout files? You'll know if the checkout tests are flaky before you merge.
"Why has checkout been failing?" — type any question and get an answer grounded in your actual test data, powered by Claude.
Converts wasted retry time into dollars. 'Your flaky tests cost $94/month in GitHub Actions.' Instantly makes the ROI case for fixing them.
Two products. One platform.
AI-powered test authoring assistant
CI execution intelligence for Playwright pipelines
No SDK. No code changes. Just a webhook and your existing GitHub Actions pipeline.
01
Add a webhook to your GitHub repo pointing to Qaily. Select workflow_run and pull_request events. Takes 2 minutes.
02
Push a commit. Your existing CI runs as normal. Qaily ingests the Playwright report artifact automatically — no changes to your test code.
03
After 3 runs, Qaily scores every test for reliability, clusters related failures, and starts posting risk checks on your PRs.
Join the waitlist for early access. We're onboarding teams now.