Security built into the pipeline. Not into the agent that writes the code.
GitLab Ultimate gives you SAST, DAST, SCA, container scanning and vulnerability management in one platform, and its Duo agents help triage and fix findings. Its scanners still run in CI after a push, not while an external AI agent is writing the code.
What GitLab Ultimate does well
Comprehensive built-in security (SAST, DAST, SCA, container, IaC, secrets), tight GitLab CI integration, a single-platform DevSecOps story, Duo agents that validate AI fixes through the pipeline and open merge requests, and AI-based false-positive detection for SAST and secrets.
But:
Dependency scanning, DAST, advanced SAST, secret push protection and vulnerability management need Ultimate; lower tiers get raw scan reports. Scanners run in CI after a push, not while an agent writes. External agents can reach GitLab through its MCP server, in beta, but only to read or update GitLab data. No business-logic detection announced.
CybeDefend vs GitLab Ultimate
| Feature | CybeDefend | GitLab Ultimate |
|---|---|---|
Detection× 10 | ||
| Agent-time scanning | ✓ | ✗ |
| SAST | ✓ | ✓ |
| SCA | ✓ | ✓ |
| IaC scanning | ✓ | ✓ |
| Container scanning | ✓ | ✓ |
| Secret detection | ✓ | ✓ |
| Business logic flaws | ✓ | ✗ |
| Reachability analysis | ✓ | ~ |
| AI-BOM: AI component inventory (EU AI Act + NIST AI RMF) | ✓ | ✗ |
| Prompt injection & LLM-misuse scanner (OWASP LLM Top 10) | ✓ | ✗ |
AI & Agent× 7 | ||
| Agent-time (Claude Code, Cursor, Windsurf…) | ✓ | ~ |
| IDE security copilot | ✓ | ~ |
| AI-generated verified patches | ✓ | ✓ |
| Auto-fix → ready-to-merge PR | ✓ | ✓ |
| Security Code Knowledge Graph | ✓ | ~ |
| VibeDefend: security rules distributed to AI coding agents | ✓ | ✗ |
| Coding agent sandbox policy (allow/deny/warn before every write) | ✓ | ~ |
Operations× 5 | ||
| CI/CD pipeline gate | ✓ | ✓ |
| Low false-positive rate | ✓ | ✓ |
| Setup under 5 minutes | ✓ | ~ |
| CybeRisk Score: 0-100 score + AI-generated weekly Top 10 brief | ✓ | ✗ |
| EU/US sovereign deployment | ✓ | ~ |
✓ = Yes - ✗ = No - ~ = Partial
Platform-native vs agent-native
GitLab's security features are deeply native to the GitLab platform: an excellent selling point for fully GitLab-native teams. Most engineering teams today use a mix of tools: GitHub or GitLab for hosting, Claude Code or Cursor for AI coding. CybeDefend works across all of them.
The agent-time gap
GitLab CI runs your SAST scanner after the developer pushes a commit, and its VS Code extension offers an experimental real-time scan of the open file. CybeDefend enforces security rules inside the AI agent before a file is even saved. Moving from detection in the pipeline to prevention in the agent removes a remediation round trip for every issue it catches.
Agent writes code
CybeDefend scans
PR opens clean
VibeDefend: rules that reach the agent before the pipeline
GitLab's SAST runs in branch pipelines once code is pushed, after it is written. VibeDefend runs before the agent types a character, distributing your organisation's custom security rules as MCP context into Claude Code, Cursor and Copilot before a single write.
Platform-agnostic: works with GitHub, GitLab, Bitbucket and the AI coding agents your team already uses. Checks business logic, which GitLab's scanners do not claim to cover, and acts in the agent loop, not only in the pipeline.
Pricing at a glance
Transparent pricing is a core CybeDefend value. See how we compare.
CybeDefend
- Developer€204/year
- Team · 5-10 users€2,148/year - €3,348/year
- Scale · 15-25 users€6,588/year - €8,988/year
- EnterpriseContact sales
GitLab Ultimate
- Premium · 10 users$3,480/year
- UltimateContact sales
Competitor prices: the lowest annual list price published for the plan shown, taken from the vendor's website or its own marketplace listing and checked in September 2026. Always verify before purchasing.
Frequently Asked Questions
Can CybeDefend work with GitLab CI?
Yes. CybeDefend integrates with GitLab CI for pipeline-level gating, in addition to its agent-time enforcement. The two are complementary.
Is GitLab Ultimate's security comparable to CybeDefend in breadth?
GitLab Ultimate covers SAST, DAST, SCA, IaC, container and secrets: strong breadth. CybeDefend covers the same code-level categories, without DAST, and adds two things GitLab does not announce: checks inside the AI agent while it writes, and business-logic flaw detection through the Security Knowledge Graph.
What's the pricing difference?
GitLab publishes Premium at $29 per user per month, billed annually; Ultimate, which carries most security features, is priced on request. CybeDefend publishes all its plans and has a free plan. It does not require a GitLab subscription and works with self-managed GitLab instances too.
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