The Just QA Blog

Thoughts, stories, and ideas about testing, quality assurance, and building better software faster.

Article

Paste a URL. Get Regression Coverage.

Traditional QA automation setup takes weeks. Install a testing framework. Write your first test manually. Figure out selectors. Set up CI integration....

Just QA Team15 May 2026 • 8 min read
Article

UI Changed. Tests Survived. How Intent-Based Healing Works in JustQA

The settings page just got redesigned. The inline form became a modal. The "Save" button moved to a footer. Three navigation tabs collapsed into a dro...

Just QA Team13 May 2026 • 9 min read
Article

Autonomous Regression Is Already Here. Here Is How It Works.

Autonomous regression is not a roadmap item. It is not a vision of how testing might work someday. It exists today. Teams are using it right now to sh...

Just QA Team13 March 2026 • 14 min read
Article

What a Modern AI QA Platform Includes: Autocrawling, Test Generation, Execution, and Analytics

A modern AI QA platform is much more than a test runner with a few smart features added on top. The real value of an autonomous quality platform comes...

Just QA Team2 March 2026 • 21 min read
Article

How Automatic Test Healing Actually Works

Automatic test healing sounds simple: when selectors break, the system fixes them automatically. But most healing approaches miss the fundamental prob...

Just QA Team24 February 2026 • 15 min read
Article

Run History, Logs, and Network Requests: How an AI QA Platform Helps Investigate Failed Tests

Failed tests are only useful when a team can understand them quickly. In many QA workflows, the biggest problem is not that a test failed. The biggest...

Just QA Team18 February 2026 • 22 min read

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