Catch issues that other review tools miss
Our scanner is laser-focused on the kinds of vulnerabilities that apps built on LLMs and agents are uniquely susceptible to.
Prompt Injection
Untrusted input reaches LLM prompts without proper sanitization or boundaries.
Data Exfiltration
Indirect prompt injection vectors that could extract data through agent tools.
PII Exposure
Code that may leak sensitive user data to LLMs or log confidential information.
Insecure Output Handling
LLM outputs used in dangerous contexts like SQL queries or shell commands.
Excessive Agency
LLMs with overly broad tool access or missing approval gates for actions.
Jailbreak Risks
Weak system prompts and guardrail bypasses that could allow harmful outputs.
Real security that fits your workflow
Flag dangerous code without adding friction.
Deep tracing
Beyond the PR itself, the scanner agentically traces LLM inputs, outputs, and capability changes deep into the larger repository to identify subtle yet critical issues that human reviewers can struggle to catch.
No noise
Despite the comprehensive approach, it has a high bar for reporting, avoiding false positives and alert fatigue. Maintainers can configure severity levels and provide custom instructions to tailor sensitivity to their needs.
Fix suggestions
Every finding includes a suggested remediation, as well as a prompt that can be passed straight to an AI coding agent to further investigate and address the issue.
Start scanning PRs right now
No account, credit card, or API keys required.