AI tools for code analysis

Build bigger, better, faster, for less.

Swimm delivers agentic application modernization for large codebases.

Automated code review that matters

AI code reviewer that never takes a day off

Traditional security tools won't scan your codebase for auth bypasses or business logic flaws that only emerge when you understand how the entire application actually works

Security scanners bury dev teams in alerts

CodeThreat's AI agents learn your codebase

Most code review tools scan diffs—then stop

Devin Review is the fastest way to truly understand code—especially when it changes

Every plan tier hits usage limits

Claude Code Security remains in research preview—waitlist access only

Greptile is an AI code reviewer that builds a graph of your repository, covering files, functions and dependencies, and then sends a swarm of agents to review each pull request.

Qodo's Rules System lets you define coding standards once—then those standards evolve alongside your codebase

Your codebase documents itself—that's the core promise here

AI-powered development workflow

Codeaid runs coding assessments and technical interviews through an AI system that generates questions, evaluates code, and scores candidates across multiple dimensions

You'll need developers who actually understand the security feedback DryRun Security generates

Kilo Code is an open source AI agent Visual Studio (VS) Code extension that focuses on enhancing the efficiency of coding. The tool can generate code, automate tasks, and offer practical suggestions.

AI that knows your codebase

Setup takes minutes

AI code review with full codebase context

It can query and edit large codebases, generate new apps from PDFs, images, or sketches using multimodal input, and debug problems when you describe them in plain language.

Cursor Bugbot is an AI code review service from the makers of the Cursor editor.

Korbit is an AI code reviewer that works directly inside pull requests on GitHub, GitLab and Bitbucket.