AI Code Review
AI code review — security review by autonomous agents
AI code review reads your codebase like a security engineer. SecNode's agents trace data flow from input to dangerous sink, find exploitable vulnerabilities, prove them, and open a merge-ready pull request — catching bugs before they ship, without the false-positive flood of pattern-based SAST.
Book a 15-minute demo →What is AI code review?
Legacy SAST matches patterns and buries teams in false positives because it has no sense of context. AI code review uses agents that actually reason about your code — following user input across functions and files to where it becomes dangerous, confirming the path is exploitable, and writing the fix.
How it works
Trace
Follows data flow from sources to sinks across the whole repo.
Confirm
Validates exploitability so only real issues are reported.
Fix
Opens a merge-ready PR on every reviewed pull request.
AI code review vs. pattern-based SAST
- Context-aware — reasons about data flow, not regex.
- Low false positives — reports only confirmed, exploitable bugs.
- PR-native — reviews every pull request, returns the fix.
- Shift-left — vulnerabilities caught before merge, not after.
Frequently asked questions
- What is AI code review?
- Autonomous agents that trace data flow, find exploitable vulnerabilities, validate them, and open merge-ready PRs.
- How is it different from SAST?
- It follows real data flow and confirms exploitability instead of matching patterns, so far fewer false positives.
- Does it review pull requests?
- Yes — every PR, with a merge-ready fix returned inline.