#flaky-tests

4 items tagged with "flaky-tests"

Blog Posts (2)

How to Manage Flaky E2E Tests at Scale

Feb 14, 2026

Most teams retry and move on. A systematic approach to flaky test management: flip rate detection, CI cost prioritization, and a fix-quarantine-delete framework.

How Much Are Flaky Tests Costing You?

Jan 25, 2026

Flaky tests are an invisible tax on engineering velocity. Industry data from Atlassian, Google, and Microsoft shows 13-16% of test failures are flaky. Here's how to calculate the real cost.

Changelog (2)

Feb 17

AI-Powered Failure Categorization

Test failure clusters are now automatically categorized as product bugs, automation bugs, or environment issues using AI.

Jan 5

Flaky Test Detection

Automatically identify tests that flip between passing and failing across runs.