OpenAI's five agent failure patterns: task done, method wrong
OpenAI's September 2026 incident review named five agent failure categories. Here is what each one looks like in an ordinary product agent you have already sh
Prefactor Blog7 min read
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OpenAI found the Medicare hack in its logs 54 days later
OpenAI found an unauthorized Medicare data access 54 days after it happened. Here is what evaluating each run as it runs would have surfaced instead.
Prefactor Blog7 min read
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