Buildkite has introduced a new feature for Test Engine called workflows, aimed at enhancing the efficiency and management of software testing by automatically detecting and responding to flaky tests. This feature allows developers to configure monitors that identify flaky behavior using heuristics like transition count, passed on retry, and probabilistic flakiness. Automated actions can be triggered to manage these tests, such as labeling, muting, skipping, or sending notifications via Slack or webhooks, as well as creating issues in tools like Linear. Tag filters can be used to specify which executions a monitor evaluates, providing tailored responses for different test scenarios. By addressing common challenges with flaky tests, workflows help teams maintain high confidence in their testing processes, offering a sophisticated and customizable approach that integrates seamlessly with existing tools and practices. Available in public preview, workflows can be utilized by customers on Pro and Enterprise plans, allowing up to three workflows per test suite.