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Secrets caught before production.

Keys and tokens found in your code and its whole history, before they ship.

checkout-apiSecret detectionDemo project
  • CriticalAWS access keysrc/lib/s3.ts:4

    Verified live against IAM. CWE-798.

    const accessKeyId = "AKIA****************";const accessKeyId = process.env.AWS_ACCESS_KEY_ID;

    Fix readyRead from the environment. Rotate the key, then mark the finding redacted.

Every kind of secret, in every place.

  • Cloud and API keys

    • AKIA****************
    • sk_live_****************
  • Tokens and credentials

    • ghp_****************
    • postgres://app:****@db:5432
  • The whole git history

    • main a1f3c9e
    • release/2.4 7d02b41
    • feat/s3 c44e019
  • Noise set aside

    • test/fixtures/stripe.json
    • docs/auth.md

One live key, not three alerts.

Every match

  • Alert: AWS access key
  • Alert: Stripe test key in a test fixture
  • Alert: Example JWT in the docs

What is real

  • Critical: AWS access keysrc/lib/s3.ts:4
  • Noise: Stripe test key in a test fixturetest/fixtures/stripe.json
  • Noise: Example JWT in the docsdocs/auth.md

Caught in your agent, before the commit.

Your agent reads these findings as it writes, and every change it makes is checked before the commit.

  1. Secret detectionScans the repository on every push.Found
  2. VibeDefendServes the finding to your coding agent.Served
  3. Your agentFixes it in the session.Fixed
  4. CommitGoes in without the flaw.Clean
  • Claude Code
  • Cursor
  • Windsurf
  • GitHub Copilot
  • OpenAI Codex

Start with one repository.

Connect GitHub, GitLab, Bitbucket or Azure DevOps, pick a repository, and the first scan starts.

In detail

Keys, tokens and passwords, before they ship.
  • Cloud and API keys

    AWS, GCP, Azure, Stripe, Twilio, OpenAI, Anthropic, Slack, Datadog, Sentry and more.

  • Tokens and credentials

    GitHub and GitLab tokens, OAuth tokens, JWTs, PEM private keys, database connection strings.

  • Configs, not only code

    Environment files, Helm values, Kustomize patches, CI variables and IaC templates.

  • The whole git history

    Every branch and every commit at install, then every push.

  • Noise set aside

    Cybe Analysis drops test fixtures, example values and expired tokens.

Everything it checks

Credential hygiene that actually closes the loop.

A key left in a .env is a door left open.

  • Hybrid signature plus entropy

    Provider-specific signatures catch the well-known token formats. The Shannon-entropy fallback catches the rest.

  • AI triage on top

    Cybe Analysis runs over every match to drop the obvious noise (test fixtures, example values, expired tokens) and group recurring patterns.

  • Findings live where you work

    Routed to Jira, GitHub Issues, GitLab Issues and Slack.

Five layers between a key and production.

Provider signatures, entropy fallback, full git history sweep and AI triage.

  • High-Precision Ruleset

    Provider-specific signatures cover the credentials that show up in real codebases: AWS, GCP, Azure, GitHub, GitLab, Stripe, Twilio, OpenAI, Anthropic, Slack, Datadog, Sentry, Postgres connection strings, JWTs, PEM keys and more.

  • Full git history sweep

    First install runs a complete sweep across every branch and commit, not just the working tree.

  • Broad Credential Coverage

    API keys, passwords, authentication tokens, OAuth tokens, JWTs, private certificates, database connection strings.

  • Deep Code & Config Scanning

    Source code, configuration files, environment variables, Helm values, Kustomize patches, CI variables and IaC templates, all parsed by the same engine.

  • AI triage to kill the noise

    Cybe Analysis re-scores every match, drops obvious false positives like test fixtures and example values, and groups recurring patterns so a class of findings can be triaged in a single click.

From leak to revoke
  • The key is live.

    Verified against the provider, not guessed.

  • Blocked at commit.

    The commit stops before the key leaves the repo.

  • Revoked and rotated.

    Revoked at the provider, stored in the vault.

Frequently asked about CybeDefend Secrets.

Which providers do you cover?
Cloud providers (AWS, GCP, Azure), source forges (GitHub PAT and fine-grained tokens, GitLab tokens), payments (Stripe live and test), communications (Twilio, Slack, Discord, Mailgun, SendGrid), AI providers (OpenAI, Anthropic, Cohere, Hugging Face), observability (Datadog, Sentry), databases (Postgres connection strings, MongoDB Atlas), generic credentials (JWT, PEM private keys, OAuth tokens), and more. The provider list grows continuously. Anything outside the signature catalog falls back to entropy detection.
How do you handle false positives?
Two layers. The signature engine prefers high-precision provider patterns to keep raw matches accurate. On top of that, Cybe Analysis re-scores every finding to drop obvious noise (test fixtures, example values, expired tokens) and groups recurring patterns. You only triage the queue that survived both passes.
Do you scan git history on first install?
Yes. A full sweep runs across every branch and commit at first install, not just the working tree. Historical hits get a one-click 'mark redacted after rotation' workflow so they stop paging once the credential has been rotated. After the initial sweep, every push is scanned incrementally.