Use Cases

Junior Dev Onboarding

Ramp faster with automated guardrails. Instant feedback, best practices enforcement, safe deployments. Less senior time drain.

Why It Helps

Learn by doing — Instant feedback on every push

Safety net — Guardrails catch mistakes before production

Real practice — Deploy to staging independently

Free up seniors — Automated basics, focus on mentoring

Ideal For

  • • Teams ramping new junior developers
  • • Bootcamp graduates in first production role
  • • Interns working on real codebases
  • • Teams using AI coding tools who need quality guardrails

Workflow

  1. 1.
    Connect workspaceJunior/New devs links repositories
  2. 2.
    Write codeUse Cursor, VS Code, any editor
  3. 3.
    Push to GitHubTriggers automatic analysis
  4. 4.
    Review feedbackPlain-English security review
  5. 5.
    Apply fixesOne-click for common issues
  6. 6.
    Deploy to stagingIndependent testing
  7. 7.
    Request approvalFor production changes
  8. 8.
    Deploy or rollbackSafe with instant revert
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Common Questions

Immediate feedback on security issues and best practices. Instant guidance that follows your company's standards.

No, it complements it. VibeOps not only catch common issues, but also enforce best practices and refactor AI-generated code to match your standards, so seniors can focus reviews on architecture and teaching.

Yes, Enterprise plans support custom policy packs. Define your standards and VibeOps enforces them.

Seniors spend less time debugging deploys, fixing configs, and explaining security basics.

Up to you. Approval workflows let juniors deploy staging independently, require approval for production.

One-click rollback. Root-cause explanations help juniors learn from mistakes.