
Your Playwright pipeline is only as fast as its slowest shard. Learn what GitHub Actions and GitLab CI get right at scale, and the one thing neither solves.

Playwright test data leaks rarely come from bad secrets hygiene, they come from test artifacts, fixtures, and reporters. Here's how to find and close that gap.

Most Playwright anti patterns don't show up until your suite scales. Here's how to spot and fix them before CI becomes unpredictable.


























