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Static analysis

Engineering practice

Analyzing source code without executing it—linters, type checkers, security rules—to catch issues before runtime.

Static analysis scales across large repos and CI. AI assistants can interpret findings or suggest fixes, but deterministic rules still anchor safety and style.

Pairing with AI

Treat AI suggestions as proposals validated by static checks, tests, and review—not a substitute for policy-as-code where it fits.