80-20-review

Blast-radius scoring in code review evaluates the potential impact of code changes to prioritize the 20% of modifications that drive 80% of issues. It allocates review effort to high-impact areas across data access, security, concurrency, and integration boundaries to catch critical risks early.

To run a focused code review on a feature branch, apply blast-radius guided scoring to determine the appropriate review depth. Use structured checkpoint reviews at post-implementation and pre-PR stages to validate critical paths and mitigate risk before integration.

Yes, MCP-assisted diagnostics surface data-access, security, concurrency, and integration risks during code reviews. This diagnostic approach ensures critical paths are validated and risk is mitigated by focusing effort on high-impact architectural changes.

Best practices for checkpoint reviews involve enforcing consistent quality gates at post-implementation, pre-PR, post-integration, and post-deploy stages. This structured approach validates critical paths and mitigates risk by ensuring changes are reviewed at each lifecycle phase.

Yes, this code review approach applies directly to architectural changes across data access, security, concurrency, and integration boundaries. It uses blast-radius scoring to determine review depth and MCP-assisted diagnostics to validate critical paths and mitigate risk.

A blast-radius guided code review approach is not suitable for trivial changes or isolated refactoring with zero impact on data access, security, concurrency, or integration boundaries. It is designed for high-impact modifications requiring structured checkpoint validation and risk mitigation.