Prompthon

Guest expert

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.

Apr 20 - Apr 27

Daniel Pan

Director, Agentize.AI

WebsiteAgentize.AIAgentizer

Daniel Pan is the Director of Agentize.AI, where emerging engineers learn to use AI-native tools under senior guidance to deliver real product work with professional standards.

Join Discord Q&A

AI-native delivery is not magic. It is a workflow discipline: clarify intent, decompose the problem, generate options, review outputs, and ship responsibly.

Dimension suggestions

Vision
Look at AI as a new operating model for product development, not only as a writing or coding assistant.
Harness
Create a delivery checklist for every AI-assisted feature: requirement, task breakdown, generated output, human review, test, deployment, and documentation.
Forge
Build one feature with AI assistance and document every step. The artifact should include not only the code, but also the decision trail.
Charisma
When presenting AI-assisted work, show your judgment. Explain what you accepted, what you rejected, and what you changed.

Conversation signal

The weekly topic and recap signal for this expert record.

Week

Apr 20 - Apr 27

Topic

Building real software with AI-native delivery standards

Recap

This week focuses on the difference between casual AI usage and professional AI-native delivery. Daniel can help members understand why prompts, code generation, review, task decomposition, and deployment must be organized into a disciplined workflow.

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