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Product · AI Fixes

Findings shipped as prompts. Paste, ship, done.

Every CheckVibe finding ships with a copy-paste prompt engineered for Claude, Cursor, and Windsurf — context, file paths, the exact diff. Stop translating security reports into work.

How it works

Four steps. One pasted URL away.

  1. 01

    Click any finding

    Open the report, expand the issue. The fix prompt is right there with the evidence.

  2. 02

    Copy the prompt

    One button. The prompt includes file paths, surrounding context, and the minimum reproducible case.

  3. 03

    Paste into your assistant

    Drop it into Claude Code, Cursor, Windsurf, or Codex. The model writes the diff against your real codebase.

  4. 04

    Review and ship

    You stay in the loop. The AI does the typing — you approve, commit, deploy.

Why it works

Built by people who shipped vibe-coded apps and broke them.

  • Tested against the assistants you actually use

    Prompts are evaluated against Claude 4.7, Cursor, Windsurf, and Codex on every release.

  • Stack-aware

    Knows the patterns for Supabase, Firebase, Clerk, Stripe, Next.js, and Vercel — so the fix matches your conventions.

  • Minimum-context, maximum signal

    Each prompt carries just enough surrounding code to ground the model — no copy-pasted READMEs.

  • Deterministic by default

    Prompts are pinned and versioned per scanner. The fix you got last week is the fix you get today.

Try the fix loop — free until you find something.

Try the fix loop

Ship your first secure release today.

Get Started