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Guest Guide

Every week, or across a short guest series, Prompthon invites AI product owners, founders, and engineers from different companies into our Discord server so members can ask practical questions directly.

D
Apr 13 - Apr 20

Daniel Pan

Director, Agentize.AI

WebsiteAgentize.AIAgentizer

Daniel Pan is the Director of Agentize.AI, an AI-native software delivery company that helps organizations delegate product architecture, design, implementation, and deployment through trained Agentizers supported by senior experts.

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The AI-native team is not just a faster version of the old team. It changes how product intent is translated into working software.

Dimension suggestions

Vision
Study how AI changes team structure. Ask which roles become broader, which handoffs disappear, and where senior judgment becomes more important.
Harness
Practice decomposing a product request into architecture, interface, data, implementation, testing, deployment, and review tasks.
Forge
Use AI tools to ship a small end-to-end feature, but keep human responsibility for requirements, review, and final quality.
Charisma
Explain the Agentizer idea to a non-technical founder: one AI-native builder can coordinate more of the product lifecycle, but still needs standards and oversight.

Conversation signal

The weekly topic and recap signal for this Guide record.

Week

Apr 13 - Apr 20

Topic

What an AI-native product team looks like

Recap

This week introduces the Agentizer model: a focused AI-native product delivery role that can move across architecture, design, coding, deployment, and iteration with expert supervision. Daniel can help members understand how AI changes the shape of early product teams.

Past Guest Guides of the Weeks

Calendar view of weekly guest Guide records. Continuous weeks for the same expert stay grouped together.

All experts
D

Daniel Pan

Director

Apr 27 - May 4Apr 20 - Apr 27Apr 13 - Apr 20Selected
J

Jianwei

Product Manager

Jun 15 - Jun 22Jun 8 - Jun 15Jun 1 - Jun 8May 25 - Jun 1
J

Jeff Xu

Founder

May 18 - May 25May 11 - May 18May 4 - May 11