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Tue Dec 8 · 1:00 PM SESSION #53636

Your Code Isn’t AI-Friendly (Yet): Fixing the Complexity That Breaks AI Agents

Adam Tornhill
Adam Tornhill
FOUNDER OF CODESCENE & AUTHOR OF "YOUR CODE AS A CRIME SCENE"
01 / ABOUT THIS SESSION

AI cannot read between the lines. It struggles with missing intent, implicit concepts, and surprising dependencies. These aren't new problems, but much of our industry has fallen short in the past. That comes back to bite us.

Where a human developer will ask questions and seek clarification, an AI proceeds with what’s there, making its best guess from patterns in code that was never designed to be unambiguous.

In this talk, Adam Tornhill shows how to fix the system itself so agents stop guessing. All recommendations are grounded in AI research and cognitive psychology. You’ll learn:
The key principles behind AI-friendly codebases.

AI-driven refactoring patterns that make those principles concrete.
How to build software that both humans and machines can understand, modify, and evolve safely.

02 / SESSION DETAILS
FORMAT
90-minute session
All signal.
Zero fluff.
DECEMBER 7 - 10, 2026 · OPAL SANDS RESORT · CLEARWATER, FL