Estimating the effort to build a Bazel CI/CD

Aspect's analysis of integrating Bazel into CI/CD infrastructure reveals a complex and resource-intensive process, often requiring significant engineering effort and meticulous planning. They highlight typical challenges such as accidental discards of Bazel's analysis cache, managing the inefficiencies of ephemeral runners, and the intricacies of setting up persistent runners. The text outlines the necessity of a robust remote caching strategy to enhance build speed, the importance of runner health checks to prevent resource leaks, and the critical role of defining and monitoring Service Level Agreements (SLAs) to maintain CI performance. Moreover, maintaining "green" builds is crucial, involving quick identification and resolution of breakages to avoid disruptions in product delivery. Cost management is emphasized, with a focus on sustaining high cache hit rates and optimizing CI runner usage. The adoption of Remote Build Execution (RBE) is discussed as an option for larger organizations where parallel processing can offset cache invalidation challenges. To address these complexities, Aspect offers their product, Aspect Workflows, which encapsulates these solutions and provides a streamlined approach to managing Bazel in CI/CD environments. The overall conclusion is that while the process is challenging, with the right resources and strategies, it can significantly enhance CI/CD efficiency.