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Lift 3: Giving AI Context

Where We're Starting

After Run 2, you've experienced something frustrating: every new conversation with your AI coding assistant starts from scratch. It doesn't remember your project, your data sources, or the decisions you've already made. You're repeating the same instructions over and over, and your prompts are getting longer and more repetitive.

This lift solves that problem. You're going to learn why AI forgets — and how to leave it instructions it reads automatically, every time, so you never have to re-explain your project again.

What You'll Learn

By the end of this lift, you'll understand why AI conversations lose quality over time and how to fix the biggest frustration of working with AI:

  • Why AI forgets everything between conversations — and when to start fresh
  • How to leave instructions your AI reads automatically every session
  • How to write a project context file that gives AI a head start without overloading it
  • The difference between giving AI a table of contents vs. the whole book

Sections

  1. Why AI Keeps Forgetting — Why conversations go stale and when to start fresh
  2. The House-Sitter Note — Leave instructions AI reads every time so it always knows the job
  3. Your Project Context File — Create the file that makes AI remember your project

By the End of This Lift

  • You can explain why AI doesn't remember previous conversations
  • You know when to start a fresh conversation vs. keep going
  • You've created a project context file for your Avalanche Field Guide
  • You've tested that your AI coding assistant "remembers" your project in a fresh conversation
  • You understand the bootstrap pattern: point AI to documentation, don't dump everything in