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Building Production-Grade AI Agents in 2026: Tool Permissions, Memory, Observability, and Rollbacks

This story is from 2026-08-26. It is preserved in the archive; the latest stories are on the live feed.

What changes when an AI agent moves from a working demo to a system that has to run reliably against real data, tools, and business workflows. Building an AI agent that works in a demo is relatively easy. Building one that can run reliably against real users, tools, APIs, and business data is a dif…

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  1. 2026-08-26 12:47 · DEV Community — AI
    Building Production-Grade AI Agents in 2026: Tool Permissions, Memory, Observability, and Rollbacks

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