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Several best practices and supporting systems are required to avoid constant breakage in the trunk-based development model, where thousands of engineers commit thousands of changes to the repository on a daily basis. For instance, Google has an automated testing infrastructure that initiates a rebuild of all affected dependencies on almost every change committed to the repository. If a change creates widespread build breakage, a system is in place to automatically undo the change.
To reduce the incidence of bad code being committed in the first place, the highly customizable Google "presubmit" infrastructure provides automated testing and analysis of changes before they are added to the codebase.
A set of global presubmit analyses are run for all changes, and code owners can create custom analyses that run only on directories within the codebase they specify. A small set of very low-level core libraries uses a mechanism similar to a development branch to enforce additional testing before new versions are exposed to client code. An important aspect of Google culture that encourages code quality is the expectation that all code is reviewed before being committed to the repository.