About AuditBuffet | AuditBuffet

What We Do

AI coding tools ship apps in hours that used to take weeks. They also miss things. AuditBuffet is the safety net: a free Stack Scan that catches the scariest stuff in any AI-built project, plus 116 deeper Pro audits that go category by category — security, accessibility, SEO, performance, AI safety, compliance — and tell you exactly what to fix.

Every audit runs inside your existing AI tool — Cursor, Claude Code, Lovable, Bolt, v0, Windsurf, ChatGPT, Replit, anything that can read your code. You get a scored report with severity-ranked findings and copy-pasteable fixes. Your code never leaves your machine.

Why We Built This

The first wave of AI-built apps shipped with the same bugs over and over: database keys exposed in client bundles. Row-level security off. Cookie consent missing. Form inputs without labels. The AI didn’t flag any of it because it wasn’t asked the right questions. The builder didn’t know to ask.

AuditBuffet was built so you don’t have to learn that the hard way. Instead of ad-hoc “check my security” prompts, you get structured audits with deterministic pass/fail checks, severity-weighted scoring, and community benchmarks. Each one is adversarially tested against both clean and intentionally broken codebases until false positives stay under 5% and the critical stuff never gets missed.

Our Methodology

Every audit follows the same rigorous process:

Deterministic checks — each check has explicit pass/fail criteria. No subjective scoring, no ambiguity.
Severity-weighted scoring — Critical (10), Warning (3), Info (1). Your score reflects what actually matters.
Adversarial testing — every prompt is tested against synthetic codebases (golden and bare-minimum fixtures) across multiple AI models to ensure consistency.
Version control — audits are versioned with semver. Every change is tracked, and scores across versions stay comparable via retrospective scoring.

For the full technical details, see our documentation.

Privacy First

Your code never leaves your machine. Audit prompts run locally inside the AI tool you already pay for. The only thing submitted to AuditBuffet is a structured JSON telemetry block containing check IDs and pass/fail results — no source code, no file contents, no environment variables, no API keys, no URLs, no PII.

Read our full privacy policy for details on how we handle data.

Pricing

The Stack Scan is free forever. No signup, no credit card. It catches the scariest stuff: exposed keys, auth holes, legal liability — a mile wide, an inch deep.

Pro is $9/month (or $79/year) and unlocks all 117 deep-dive Pro audits with thousands of checks across security, performance, accessibility, SEO, AI safety, and compliance. One subscription, every audit, current and future.

For platform integrations and white-label scoring, get in touch.

Community Benchmarks

Every audit submission contributes to our community benchmark pool. We use a 90-day rolling window with a minimum of 30 scores per segment before displaying percentile rankings. Your score isn’t just a number — it’s a position relative to other projects using the same tech stack.

Explore the latest benchmarks on the benchmarks page.

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