PostHog's CI runs 575,894 jobs weekly, processing 1.18 billion log lines and 33 million tests, making flaky tests a significant issue. Mendral, an AI agent, diagnoses CI failures, quarantines flaky tests, and opens PRs with fixes to help teams like PostHog stay fast and productive.