Validating 100 Million Pages a Month with Kubernetes
Testing millions of web pages monthly requires rapid resource allocation, runtime isolation, and auto scaling. At mabl we’ve harnessed Docker containers and Google Container Engine to run a large number of concurrent container instances on Kubernetes to power our autonomous test cloud.
Below are the slides from a recent Google Cloud Boston User Group meetup where mabl engineers Joe Lust and Mike Bartucca discussed our GCP Kubernetes architecture.
Kubernetes & Google Container Engine @ mabl from Joseph Lust
Quality Engineering Resources
Playwright vs Claude Code for Testing: Where Each Fits in Modern QA
Compare Playwright vs. Claude Code for testing, including workflow fit, maintenance trade-offs, and where mabl adds an agentic layer at scale.
How We Ship Quality at mabl
Learn how one engineering team keeps software quality high at dramatically increased throughput and without adding headcount or process overhead.
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.
