Library
Empower your team to build and release innovative software faster with AI-driven automation you can trust.
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]](https://www.mabl.com/hs-fs/hubfs/Geoffs%20Blog%20Featured%20Image%202.png?width=400&height=200&name=Geoffs%20Blog%20Featured%20Image%202.png)
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.
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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]](https://www.mabl.com/hs-fs/hubfs/Geoffs%20Blog%20Featured%20Image%201.png?width=400&height=200&name=Geoffs%20Blog%20Featured%20Image%201.png)
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.
The Most Exciting Moment in Software History
Software history is being rewritten in this moment, and quality is primed for a renaissance, keeping pace with agentic development and building the future.
The Scaling Crisis: How mabl's Agentic Testing Solves Open Source Shortfalls
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.
Rebuilding an AI Agent the Right Way: Measurement, Not Guesswork
Doing a ground-up rewrite nine months after a release isn't always a bad thing, especially when it's rooted in real-world data, as we discovered.
When AI Writes the Code, Who Is Accountable for Quality?
AI tools like Claude Code + Playwright speed up testing, but are you building quality debt? The three risks engineering leaders need to understand now.
How Visual Artificial Intelligence Enables Context-Aware Regression Detection
Visual AI enables context-aware regression detection by understanding UI semantics and intent, not just pixel changes. Reduce false positives and catch real bugs reliably.
Benchmarking the Best AI Agent Architectures for Enterprise-Grade Test Automation
Benchmark AI agent architectures for enterprise test automation. Compare retrofit, single-model, multi-model, and cloud-native frameworks to find the right fit for scale
