agency-phase-4-hardening

Automate production readiness evidence collection by coordinating validation across UI, APIs, and infrastructure. This process generates structured artifacts that demonstrate end-to-end workflow validation for security and compliance audits.

Production hardening is the final quality gauntlet that proves production readiness. It governs end-to-end validation, security checks, and compliance documentation to produce auditable artifacts supporting release readiness.

Generate auditable compliance documentation by automating risk assessment and evidence compilation. This yields certifiable deliverables like reports, dashboards, and checklists that meet security, privacy, and regulatory checks.

Yes, you can use automated quality assurance metrics to guide decision-making. The workflow analyzes these metrics to produce a reproducible Reality Checker verdict that certifies production readiness.

Production hardening works for validating risk assessment by applying security, privacy, and regulatory checks across the workflow. It requires structured outputs for validation artifacts to ensure full compliance.

Automating governance requires structured outputs for validation artifacts, risk assessment, and reproducible verdicts. Without these structured inputs, the hardening workflow cannot produce certifiable compliance documentation.