mabl's Agentic testing blog
Empower your team to build and release innovative software faster with AI-driven automation you can trust.

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There is a race condition hiding in your flaky test
Many flaky test “timing issues” are race conditions. See how investigating every failure exposed real bugs in our product code before customers found them.
The AI-native SDLC is missing an artifact
When behavior changes on purpose, who decides what’s correct? See how to close the verification gap in the AI-native SDLC with independent, traceable testing.
Why our PR gate has 17 tests, not 288
Flaky tests kill developer trust. See how scaling down to 17 high-value PR gate tests improved reliability, sped up merges, and restored confidence in CI/CD.
The Scaling Crisis: Open source shortfalls and mabl's solves for them
Open Source is a great way to get your developers in on testing, but it has its limits at scale. Playwright test automation layered with mabl makes it easy.
Real Benefits of Test Automation for Growing Organizations
Learn how test automation helps growing organizations scale faster, improve quality, and sustain growth without manual testing bottlenecks.
Automation Testing Benefits That Improve Engineering Efficiency
Discover how modern automation testing boosts engineering efficiency through faster feedback, broader coverage, AI-driven insights, and seamless CI/CD integration.
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