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Testing autonomous brokers (Or: how I discovered to cease worrying and embrace chaos)

Source link : https://tech365.info/testing-autonomous-brokers-or-how-i-discovered-to-cease-worrying-and-embrace-chaos/

Look, we’ve spent the final 18 months constructing manufacturing AI programs, and we’ll inform you what retains us up at night time — and it’s not whether or not the mannequin can reply questions. That’s desk stakes now. What haunts us is the psychological picture of an agent autonomously approving a six-figure vendor contract at 2 a.m. as a result of somebody typo’d a config file.

We’ve moved previous the period of “ChatGPT wrappers” (thank God), however the trade nonetheless treats autonomous brokers like they’re simply chatbots with API entry. They’re not. Once you give an AI system the power to take actions with out human affirmation, you’re crossing a basic threshold. You’re not constructing a useful assistant anymore — you’re constructing one thing nearer to an worker. And that adjustments every part about how we have to engineer these programs.

The autonomy drawback no one talks about

Right here’s what’s wild: We’ve gotten actually good at making fashions that *sound* assured. However confidence and reliability aren’t the identical factor, and the hole between them is the place manufacturing programs go to die.

We discovered this the onerous approach throughout a pilot program the place we let an AI agent handle calendar scheduling throughout government groups. Appears easy, proper? The agent might verify availability, ship invitations, deal with conflicts. Besides, one Monday morning, it rescheduled a board assembly as a result of it interpreted “let’s push…

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Author : tech365

Publish date : 2026-03-22 17:53:00

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