VibeDrift vs Xalgorix

Your AI agent gets worse as your project grows. VibeDrift catches the drift, fixes it, and gives your agent the context to stop making it.

Point Xalgorix at your app or repo. An autonomous AI pentester finds vulnerabilities, proves each with a working exploit, and hands engineers the fix. Runs in CI. Scans...

About VibeDrift

Your AI agent gets worse as your project grows. VibeDrift catches the drift, fixes it, and gives your agent the context to stop making it. See exactly how it works, free to use and fully public. Mid-task, Claude Code and Cursor ask your codebase what it already does, and get an evidence-backed answer in under a second. With and without VibeDrift, graded by an independent pass, it only changes things when the model would've gotten it wrong, and we show where it did nothing.

About Xalgorix

Point Xalgorix at your app or repo. An autonomous AI pentester finds vulnerabilities, proves each with a working exploit, and hands engineers the fix. Runs in CI. Scans from $1, credits never expire. An autonomous AI agent runs a full pentest, proves every finding with a working exploit, and hands your engineers the fix, no wall of false positives to triage. Gate releases in CI on verified results, and give auditors dated, evidence-backed reports.