A demo can make an agent look brilliant. Production makes it answer messy tickets, browse broken pages, call tools in the wrong order, and recover from unclear user intent. That is where many teams get surprised.

Source: [Dev.to](https://dev.to/jackm-singularity/ai-agent-evaluation-harness-test-real-workflows-before-users-do-e4m)

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