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
AI tools for code security
12 tools that do code security · best fit first, then monthly traffic · part of 3,707 live tools
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
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.
AI code reviewer that never takes a day off
Most code review tools scan diffs—then stop
Claude Code Security remains in research preview—waitlist access only
CodeAnt AI is an exploit-based security platform that finds and proves vulnerabilities rather than only listing them.
Scan credits roll over with SecureSaaS