Automated checks are necessary. They are not sufficient.

These tools together catch roughly 30% of the real problems in AI-generated code. Add them all. Then get a human to check the rest.

WordPress/PHP coding standards enforcement.

phpwordpresssecurity
Visit →

PHP static analysis for type safety.

phpsecurity

Dependency CVE scanning.

phpjavascripttypescriptdependenciessecuritygithub

Supply chain security for npm/composer.

phpjavascripttypescriptdependenciessecuritygithub
Visit →

Broad multi-language static analysis.

phpjavascripttypescriptsecuritygithubmulti-language

Automated code review with GitHub PR comments.

phpjavascripttypescriptsecuritygithubmulti-language
Visit →

Low false-positive code quality.

javascripttypescriptsecuritygithub
Visit →

Design anti-pattern scanner for AI-generated frontends.

javascripttypescriptcss

Runtime error monitoring and performance tracking.

phpjavascripttypescriptmulti-languagegithub

Copy/paste detector for source code. Finds duplicated blocks across your codebase.

phpjavascripttypescriptmulti-language

Finds unused dependencies, exports, and files in JS/TS projects.

javascripttypescriptdependencies

Codebase intelligence for TypeScript and JavaScript. Static analysis plus optional runtime tracking.

javascripttypescript
Visit →

CSS analytics that gives you an aerial view of your entire stylesheet.

css

A grumpy senior code reviewer for Claude Code and Codex. Gives a one-word verdict (catastrophe/bad/mediocre/ok), lists concrete file:line gripes, and never suggests fixes or softens the review.

javascripttypescriptphpmulti-languagegithub

WHAT NONE OF THEM CATCH

No automated tool catches design-level security decisions. Rate limiting defaulting to off. Unauthenticated encryption. SSRF through an admin-configured URL. These require a human who understands the domain.

Find a human reviewer →

RECOMMENDED STACKS

WORDPRESS PLUGIN:

PHPCS + PHPStan + Snyk + Socket + SonarCloud or Codacy

SKILL

NODE.JS:

ESLint + Snyk + Socket + SonarCloud or DeepSource

SKILL

NEXT.JS:

ESLint (built-in) + TypeScript strict + Snyk + Socket + SonarCloud or DeepSource

SKILL

ASTRO:

ESLint + Snyk + Socket + DeepSource or SonarCloud

SKILL

ALL PROJECTS (BASELINE):

At minimum, one dependency scanner and one static analyzer

SKILL