Test Automation Best Practices for DevOps: Pipeline Design, Coverage, and Flakiness Management (2026)

A definitive 2026 guide to test automation best practices for DevOps — pipeline design, coverage targets, flakiness management, and maintenance patterns that let elite teams ship multiple times a day with change failure rates under 5%.