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#flaky-tests

7 items tagged with "flaky-tests"

Blog Posts (5)

Automated Regression Testing: How to Do It and Track It

Aug 9, 2026

How to build an automated regression testing suite, wire it into CI, and track what it produces run over run: the half most guides skip.

Playwright Test Agents: Planner, Generator & Healer

Jun 8, 2026

How to use Playwright's planner, generator, and healer agents (v1.56+), run them in CI, and track whether agent-written tests actually stay stable over time.

Test Failures: Why the Failure Count Isn't the Bug Count

May 20, 2026

Test failures come in five buckets and ten proximate causes. How to tell them apart, and how grouping by error message turns a wall of red into a few fixes.

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.

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