harden

To ensure production readiness, run a systematic hardening process that addresses edge cases, resilience, security, and error handling. This verifies logging, observability, performance, and writing quality to prevent common post-release issues.

ZOMBIES testing is a step in the code hardening process used to systematically identify and address edge cases. It guides developers through specific testing scenarios to ensure robustness before passing the final production readiness gate check.

To check code for security and resilience, perform a comprehensive production readiness pass. This involves verifying error handling, logging, observability, and performance to ensure the code can withstand production-level stress and threats.

The best way to automate code refactoring and writing style checks is to leverage automated tools during a hardening pass. This ensures deterministic tasks like style enforcement and structural improvements are systematically applied before release.

Production hardening does not require fully manual review of all edge cases. The process leverages automated checks for deterministic tasks like refactoring and style, while guiding users through ZOMBIES testing to cover edge cases efficiently.