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level 8Advanced AI-Assisted Development

Static analysis

also: static analyzer, static analysis tool, static analysis tools

Checking code for problems by reading it with automated tools, without running it. Linting and type checking are two common kinds.

a bit more technical

Any automated examination of source code without executing it, including linting, type checking, security scanning, and detection of dead or overly complex code. It contrasts with dynamic analysis, such as running tests, which observes code while it runs.

picture it

An inspector reviewing a building's blueprints for missing fire exits before construction starts. Nothing is built yet, but some problems are obvious on paper.

why it matters

Static analysis is the cheapest safety check you can ask for. It runs in seconds, needs no test data, and catches whole classes of mistakes in agent-written code before anything runs.

what your agent might say
agent
Static analysis flagged a possible SQL injection in the search endpoint: user input is glued straight into the database query, so an attacker could sneak in their own commands. I'll pass the input in safely.
how you might use it
you → your agent
Run all the static analysis we have: lint, typecheck, and the security scanner. Summarize anything serious before you make fixes.
common mistake

Treating static analysis as a replacement for tests. It catches certain mistakes by reading code, but it can't confirm the app actually does what users need.