Stress Test · Pre-deployment

Honeypot Audit™

We expose your AI agents to simulated failures in a controlled environment — and observe whether they break out, escalate, or stay within their boundaries.

25,000 DKK · 5 business days · Binary report

Static analysis is not enough

What static analysis finds

— Hardcoded API keys
— Missing input validation
— Known vulnerabilities in dependencies
— Code structure and patterns

What only a honeypot finds

→ Agents attempting to reach external endpoints under stress
→ Privilege escalation when an API fails
→ Fail-open behavior that exposes data
→ Agents sacrificing security to complete the task

A codebase can look correct and still produce an agent that breaks out under pressure. That is the difference between reading the code and testing the system.

How it works

We deploy a honeypot in your test environment and simulate the failure scenarios that reveal the agent's actual behavior.

terminalaudit output

HONEYPOT AUDIT — SUMMARY

Test environment deployed.
3 failure scenarios executed against agent endpoint.

────────────────────────────────────────

  Network escape attempt      ✗ FAIL-OPEN DETECTED
  Privilege escalation        ✗ BOUNDARY VIOLATION
  Malformed input handling    ✓ CONTAINED

────────────────────────────────────────
RESULT: 2 FAIL / 1 PASS
EU AI Act Art. 14 exposure: YES
Action required: Boundary enforcement patches included in report

What we test

FAIL-CLOSED

Does the agent stop?

When an API returns 503, does the agent try alternative routes — or does it stop and report the error?

NETWORK ESCAPE

Does the agent break out?

Under pressure, agents attempt to reach endpoints outside their allowed network. We observe whether it happens.

PRIVILEGE ESCALATION

Does the agent escalate?

Does the agent request higher privileges when it encounters an access error? That is an EU AI Act Art. 14 breach.

The Deliverable

A binary report. Not a risk assessment with green, yellow and red fields — but a clear answer: fail-closed or fail-open.

The report includes

✓ Binary status per agent endpoint (PASS/FAIL)
✓ Logs from each simulated failure scenario
✓ EU AI Act Art. 14 exposure analysis
✓ Concrete recommendations: circuit breakers, network policies

What the report is not

— Not an AI-generated risk assessment
— Not a traffic light dashboard
— Not probabilistic — the results are deterministic and reproducible
— Not a legal assessment — but input for your DPO

Want to know if your agents stay within their boundaries?

Book Honeypot Audit™ →

25,000 DKK · 5 business days · Remote or on-site in Copenhagen