AI PR Diff Risk Scanner

90% of devs use AI agents weekly. Review is the bottleneck now.

As of mid-2026, 90% of professional developers use AI coding agents at work weekly, and AI-assisted security findings jumped 10x in the preceding period — the bottleneck has shifted from writing code to verifying it, since a model reviewing code operates in a fundamentally different cognitive mode than the model that wrote it. This tool genuinely parses a pasted diff line by line, distinguishing added from removed content, and scans specifically for the patterns most relevant to AI-generated changes: hardcoded secrets or dynamic execution newly added, and authentication checks or test cases removed — either of which an AI agent might introduce without the contextual judgment a careful human reviewer would apply.

• →Genuinely parses diff output line by line, distinguishing added (+) from removed (-) content
• →Scans added lines for hardcoded secrets, eval()/dynamic execution, and SQL injection patterns
• →Scans removed lines specifically for deleted authentication/authorization checks and test cases
• →Flags commented-out auth checks — a specific pattern sometimes introduced without malicious intent but with real risk
• →Watermarked by Cikal Studio Labs · Works on any device, no install required