Last week I shipped a small product called VibeScan — a 49-dollar PDF security audit for apps built with Lovable / Bolt / Cursor / Replit / v0. Before I asked anyone to pay for it, I ran it on my own codebase as a smoke test. 124 scannable Python files, 4 LLM batches, 22 seconds total wall time. Audit cost: $0.90 of Opus 4.7 with prompt caching. Output: 0 critical findings, 1 high, 2 medium. One o
I ran a security audit on my own Python codebase with an LLM for $0.90. Here is what it found.
SystAgProject·Dev.to··1 min read
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