AI tools for code security analysis

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

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

CodeThreat's AI agents learn your codebase

Claude Code Security remains in research preview—waitlist access only

It reviews vulnerabilities found in code and proposes automated fixes directly in GitHub, so developers can write secure code at scale instead of leaving security tickets in a backlog.

Semgrep Assistant, now documented as Semgrep Multimodal, is the AI layer of the Semgrep application security platform.

Snyk Code is a static application security testing product that scans the source code a team writes, flags vulnerabilities as they appear and proposes fixes that can be applied automatically.

Automated code review that matters

Most code review tools scan diffs—then stop

Setup takes minutes

CodeAnt AI is an exploit-based security platform that finds and proves vulnerabilities rather than only listing them.

Rails Guard watches your Rails console sessions for PII leaks and approves emergency database fixes through Slack at 2 AM

Scan credits roll over with SecureSaaS

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.

LinearB gitStream is a pull request automation and AI code review product from LinearB.