FixVibe

// code / spotlight

Committed AI-Generated Secrets

AI snippets should not ship provider keys into git.

L'accroche

AI coding tools are good at producing complete integration snippets. That is also the failure mode: a route handler, config file, or example implementation lands with a real OpenAI, Anthropic, Stripe, AWS, GitHub, SendGrid, Mailgun, Google, Slack, Twilio, private-key, or Supabase service-role credential committed into source.

Comment ça marche

The repo check runs against the authorized GitHub tarball already loaded for code scans. It applies FixVibe's versioned secret pattern manifest, decodes Supabase JWTs to ignore public anon tokens and escalate service-role tokens, and adds a conservative high-entropy assignment rule for variables named like API keys, secrets, tokens, passwords, credentials, or private keys.

Le rayon d'impact

A committed secret remains exposed even if it never reaches the deployed JavaScript bundle. Anyone with repo access, CI log access, fork history, or a cached public clone may be able to reuse the credential. The highest-risk findings are live provider secrets, private keys, GitHub tokens, payment keys, and Supabase service-role credentials that bypass normal application authorization.

// what fixvibe checks

What FixVibe checks

FixVibe repo scans look for high-confidence security patterns and dependency risk in source context. Reports identify the affected area and recommended fix. For check-specific questions about exact detection heuristics, active payload details, or source-code rule patterns, contact support@fixvibe.app.

Défenses blindées

Rotate or revoke the credential at the provider, remove it from current source, decide whether shared git history needs purging, and move runtime access to server-only environment variables or a managed secret store. Add Gitleaks, TruffleHog, GitHub secret scanning, or equivalent CI enforcement so future AI-generated snippets fail before merge.

// lance-le sur ta propre app

Continue de shipper pendant que FixVibe veille.

FixVibe sonde la surface publique de ton app comme le ferait un attaquant — sans agent, sans install, sans carte. Nous continuons à rechercher de nouveaux schémas de vulnérabilités et à les transformer en checks pratiques et correctifs prêts pour Cursor, Claude et Copilot.

Code source
52
tests dans cette catégorie
modules
14
vérifications code source dédiées
chaque scan
384+
tests sur toutes les catégories
  • Gratuit — sans carte, sans install, sans ping Slack
  • Colle juste une URL — on crawle, on sonde, on rapporte
  • Findings classés par sévérité, dédupliqués au signal
  • Prompts de correction à jour, prêts pour Cursor, Claude, Copilot
Lancer un scan gratuit

// checks récents · correctifs pratiques · shippe sereinement

Committed AI-Generated Secrets — Vulnerability Spotlight | FixVibe · FixVibe