audit-inspect

A project health audit evaluates architecture, risk-safety, code-quality, data-pipeline, testing-ops, and performance dimensions. It quantifies metrics like test coverage and linting errors, identifying findings and proposing concrete action items for improvement.

A project health assessment collects quantitative metrics including test coverage, linting errors, and type errors across architecture, risk-safety, and performance dimensions. These metrics identify findings and propose actionable steps for codebase improvement.

Perform a risk assessment and architecture review before a major release to ensure project health. This audit identifies critical issues and prevents regressions by evaluating architecture, risk-safety, and code-quality dimensions with quantitative metrics.

Yes, a comprehensive audit evaluates data pipeline and testing-ops health simultaneously alongside architecture, risk-safety, code-quality, and performance. It quantifies metrics across all these dimensions to identify findings and propose actionable improvement steps.

Yes, the audit generates detailed findings and proposes concrete action items for improvement after quantifying metrics and identifying issues across architecture, risk-safety, and code-quality dimensions. This prevents regressions and ensures project health.