Bazel's powerful caching relies on action determinism, but subtle non-determinism—like embedded timestamps or unstable environments—can cause insidious build failures and break reproducibility. This deep dive explores common causes, diagnostic strategies, and practical fixes to safeguard your pipelines. Understanding these pitfalls is critical for maintaining developer trust and securing the software supply chain.