Sleuth's Custom Automation Framework is designed to automate manual work, set up guardrails and best practices for teams, and keep members informed throughout the software delivery process. The framework is service-agnostic, allowing it to work with various tools such as GitHub, Bitbucket, Gitlab, Azure DevOps, Jira, Linear, DataDog, and PagerDuty. Custom Sleuth Automations are built on a YAML-based rules engine, which includes trigger, condition, filter, and action building blocks. Users can leverage the Marketplace for pre-built automations or create their own by adding a rules.yml file to their repositories.