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5 Rules for Building AI Agents That Work in Production | Nan Yu & Jacob Shumway

5 Rules for Building AI Agents That Work in Production | Nan Yu & Jacob Shumway

Behind the Craft vor 1 Monat

0:00

38:26

Copy the AI system I use to run a one-person $1M+ business:
https://www.behindthecraft.com

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Nan and Jacob built Linear Agent, which has transformed how the
$1.25B company gets work done. In this episode, they took me from
the initial memo to launch, showing how to give an agent tools to
find the context it needs, use evals to improve reliability, and
more. This episode is a must-watch if you want a concrete,
behind-the-scenes example of how to build a production agent end
to end.

We talked about:

(00:00) What’s holding AI agents back as models improve?

(00:51) Three things every good agent needs

(03:00) Demo: The internal memo that started Linear Agent

(09:50) The biggest mistake to avoid when building agents

(11:29) Demo: From Slack to code in 6 minutes with the agent

(17:01) When prototyping, “use the biggest model until it works”

(24:02) Give agents tools to find context, not more context

(34:07) The first thing to do before building an agent

Thanks to our sponsors:

Oceans: Hire AI-native EAs http://oceanstalent.com/peter

Riverside: All-in-one AI studio for podcasts and video
https://creators.riverside.com/PeterYang

Linear: The AI agent platform for modern teams
https://linear.app/behind-the-craft

Get the takeaways:
https://creatoreconomy.so/p/5-rules-for-building-ai-agents-in-production-linear-nan-jacob

Where to find Nan and Jacob:

Nan on LinkedIn: https://www.linkedin.com/in/thenanyu

Jacob on LinkedIn:
https://www.linkedin.com/in/jacob-shumway-314a8366

Linear Agent: https://linear.app/docs/linear-agent

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