AntiPattern

Environment Mismatch Deployments

environment-and-dependency-mismatch-deployments

Runtime and dependency mismatches (Python version, native-resource heavy libs, and library/version changes) cause deployments to fail even though builds once passed, leading to errors like missing imports, 401 credential failures, or runtime hangs that only resolve after aligning targets.