Creating an agent demo is very easy; the trouble usually starts with needing to be usable by real people.


The 12-factor-agents organize this part: how to collect context, how to control tool calls, where manual confirmation is needed, and how to record status and logs.
It’s more like an engineering checklist than an introductory tutorial, and it currently has 21.4k stars.
You can compare it with the agents already running in your project to see where additional safeguards are needed.
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