Staging environment

Get Reliably Good AI Output

Hosted by Myles Sutholt

122 students

In this video

What you'll learn

Build a memory for active projects

Create a structured memory that works in any AI tool and acts as kickstarter for every session.

Structure information so AI actually uses it

Learn how to write documentation for AI, not for humans to effectively manage context limits.

Understand the gap between pasting and automatic

See what changes when AI loads context automatically instead of needing you to paste it every session

Why this topic matters

You explained your project to AI yesterday. Constraints, decisions, what you've already tried. Today you open a new chat and it asks "what are you working on?" like you've never met. So you re-explain everything. Or you skip it and AI fills in the blanks with assumptions. Then 30 minutes in it produces something that clearly violates a decision you made days ago. And so you think you always have to close the last 20-30% yourself. You don't!

You'll learn from

Myles Sutholt

Head of Product | 10+ years building product teams

I have build AI-empowered teams across multiple organizations. A couple of months ago, I founded my own AI fintech startup and we launched the first version of our product within one month with hundreds of users within weeks. Fully agentic. AI doing design, spec and building the app. I am not some "theoretically this should work" person. I am an operator who also happens to teach what I have learned over the course of time to others.

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Go deeper with a course

Mastering AI: Become an AI-empowered Operator
Myles Sutholt
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