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Agent demos are easy. Agent operations need receipts.
I keep seeing the same pattern with AI agents: the demo works, the first workflow is exciting, and...
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Your Agent Demo Works. Your Agent Doesn't.
Most agent architectures are quietly broken. They look great in a demo — single turn, clean task,...
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Agent browser runs need receipts, not just screenshots
Agentic browser work is getting good enough that teams are starting to trust it for real workflows:...
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Agent demos are easy. Agent operations need receipts.
I keep seeing the same pattern with AI agents: the demo works, the first workflow is exciting, and...
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The Part Most Agent Demos Skip: Acting as a Specific User with Real Memory
Most agent demos connect to a CRM and update a record. Impressive in a presentation. Broken the...
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What actually breaks when you put AI agents in production
Demos lie. An AI agent that books a meeting, queries an API, and summarizes the result in a slick...
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Your agent demo works. That's the trap.
The gap between an agent that demos well and one that survives production is mostly compounding probability, not model quality. An engineer-founder's take on the arithmetic of…