Code-to-cloud insurance.
VibeDefend
Learns your project's rules, watches every prompt, lets the agent ship secure code from the start.
- AI SASTStatic analysis with reachability
- SCADependencies + license risk
- Secret DetectionCatch leaked tokens before commit
- License ComplianceOpen-source license risk, classified
- AI IaCTerraform · Cloudformation · Ansible · K8s
- Container SecurityImage scanning + runtime context
- AI CI/CDGitHub Actions · GitLab CI · Jenkinsfile · Tekton
- AI-BOMAI Bill of Materials · EU AI Act + NIST AI RMF
Secrets caught before production.
Provider signatures plus entropy fallback. Full git history at install, then every push.
A key left in a .env is a door left open.
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.
AWSGCPAzureGitHubGitLabStripeTwilioOpenAIAnthropicSlackDatadogSentryPostgresJWTPEMentropy
aws-access-key-idFull git history sweep
First install runs a complete sweep across every branch and commit, not just the working tree.
working treeworking tree, stagedBroad Credential Coverage
API keys, passwords, authentication tokens, OAuth tokens, JWTs, private certificates, database connection strings.
API keypasswordauth tokenOAuth tokenJWTprivate certificateconnection string
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.
source codeconfig fileenv variableHelm valuesKustomize patchCI variableIaC template
.env.productionAI 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.
kepttest fixtureexample valueexpired token
kept · verified live against IAM
blocked at pre-commitCredential hygiene that actually closes the loop.
AWS access key in .env.production
Hybrid signature plus entropy
Provider-specific signatures catch the well-known token formats. The Shannon-entropy fallback catches the rest.
signature
aws-access-key-idmatchentropyabove threshold
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.
test/fixtures/payment.jsontest fixturedocs/examples/auth.yamlexample valueci/legacy.envexpired token.env.productionkept
Findings live where you work
Routed to Jira, GitHub Issues, GitLab Issues and Slack.
Jira
GitHub Issues
GitLab Issues
Slack
- AWS access key ID
- GitHub personal access token
- Stripe live secret key
- Slack bot token
- Anthropic API key
- OpenAI API key
AWS
Stripe
Anthropic
OpenAI
GitHub ActionsRepo, agent and pipeline.
Connect the repo, the scan launches in our pods. Verdicts flow back through the dashboard, the MCP server for any compatible agent, and CI gates on GitHub Actions and GitLab CI.
Browse all integrationsHow it works,
in detail.
The documentation walks you through setup, configuration and every option.
Read the docsCode Scanning / Scanning Options
Code Repository Scanning
Hardcoded API keys, tokens, passwords and private keys, found by Gitleaks running under the CybeDefend Engine.
4. Secret Scanning
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.
Install VibeDefend in 5 seconds.
One command wires every coding agent on your machine to CybeDefend: your business rules, your compliance frameworks, and guards that block destructive calls before they fire.
npx -y @cybedefend/vibedefend@latest install
Claude Code
Cursor
OpenAI Codex
Windsurf
VS Code Copilot