mabl's Quality Engineering Blog
Empower your team to build and release innovative software faster with AI-driven automation you can trust.

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mabl vs Playwright: Which Test Automation Approach Fits Better?
Compare mabl vs Playwright for scalability, maintenance, and team workflows. Find the right test automation approach for your team.
From Merge To Root Cause — Without Leaving Your AI Coding Agent
The mabl MCP server lets your AI coding agent watch deployments, pull test failure analysis, and reach root cause from Claude Code, Cursor, or VS Code.
5 Automated Testing Solutions for Modern Software Teams
Explore automated testing solutions that reduce maintenance and improve end-to-end coverage. Includes mabl, Playwright, Katalon, Functionize, and Testsigma.
How We Built a System for AI Agents to Ship Real Code Across 75+ Repos [Part 2 of 2]
Learn how mabl moved agents from individual chat sessions into production pipelines that serve 25 engineers across 100+ repos.
Introducing Active Coverage: Quality That Keeps Pace with Agentic Development
Active Coverage is the new way to integrate agentic software testing into your rapid release cycles, testing every piece of code your team creates with AI.
How We Built a System for AI Agents to Ship Real Code Across 75+ Repos [Part 1 of 2]
Learn how development teams can productionize AI agents across the SDLC, not just as tools but as an architected pipeline with measurable governance.