keystone:review

Automated diff review evaluates functional adherence, security vulnerabilities, risk blast radius, and deployment configurations using inferential sensors. This semantic analysis replaces manual checks by inspecting migrations, rollback plans, authentication, and input validation directly in the diff.

Automated security review checks diffs for authentication issues, input validation flaws, exposed secrets, and injection vulnerabilities. These inferential sensors trigger during the semantic review stage to identify potential security threats before code deployment.

Semantic risk review requires a clean verification step beforehand. You must run a successful verification using the appropriate workflow command before initiating the review sensors to evaluate blast radius, data integrity, and observability metrics.

Automated deployment review inspects diffs for database migrations, rollback configurations, infrastructure dependencies, and deployment settings. It triggers inferential sensors during the semantic review stage to ensure repository changes are safely deployable.

You need automated functional review during the code review stage of your development workflow, after running a successful verification. It ensures your diff changes adhere to specifications before you open a Pull Request for broader team evaluation.