The Most Dangerous AI Agent Failure Might Return 200 OK
For years, backend engineers have been trained to fear failed requests.
500 Internal Server Error503 Service UnavailableTimeoutConnection reset
Those failures are visible. They trigger alerts. Dashboards turn red. Retries begin. Engineers investigate.
AI agents introduce a more uncomfortable possibility:
What if nothing fails?
Imagine an enterprise agent processing a refund. It has valid credentials. It calls the correct refund API. The request passes authentication and authorisation. The API returns HTTP 200 OK. The transaction completes exactly as the API was designed to complete.
And the agent has just refunded the wrong customer.
Every infrastructure dashboard may remain green. No exception was thrown. No authentication control failed. No service was unavailable. No malicious payload was detected. The system was technically successful. The business outcome was wrong.
That is one of the most dangerous classes of failure we are likely to encounter as AI agents move from answering questions to taking actions.
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