AI writes the code.
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Secrets · IDOR · SQL injection · missing auth
all found and flagged before anything merges.
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// setup guide
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The problem
AI tools writes code fast. Security review didn't get faster with them.
AI tools write code that works. Whether it's secure is a different question, one they're not designed to answer.
The output looks clean, the tests pass, the PR gets approved. But, the vulnerability ships with it.
The solution
The finding appears before the merge
The review comment shows up the moment your push lands, right where your team already works.
gitsentry.devcommented just now🔐 Gitsentry.dev Security Scan
Found 2 issues in this PR (1 critical, 1 high)
🔴 CRITICAL — Hardcoded Secret
File: src/services/payment.js · Line: 12
const stripeKey = "sk_live_abc123...";Issue: Live Stripe secret key hardcoded in source. Anyone with repo access can use this key.
Fix: Move to process.env.STRIPE_SECRET_KEY and rotate the exposed key immediately.
Powered by Gitsentry.dev · View full report · False positive?
// threat coverage
What Gitsentry catches
Tuned for every pattern AI tools reliably introduce.
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// how it works
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Install the GitHub App
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Findings land inline
Exact line, severity, and a concrete fix are posted right in the opened PR.
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