Our Thinking
Perspectives on AI, expertise, and why the hard problems matter most.
April 13, 2026 · Mark Freedman & William VanBuskirk
Your Agent Instructions Are Describing, Not Prescribing
System prompts, CLAUDE.md files, cursor rules — almost all agent documentation describes the world. But the document your agent actually needs is the one it can't derive from the code: your intent.
April 12, 2026 · William VanBuskirk
Your Workarounds Are Telling You Something
The enterprise software industry has spent 30 years telling people their workarounds are wrong. What if the workarounds are the smartest thing in the building?
April 11, 2026 · William VanBuskirk
Your AI Agent Doesn't Have a Memory Problem. It Has an Architecture Problem.
A new research framework argues the next wave of agent capability won't come from bigger models — it will come from better infrastructure around them. We've been building on exactly this thesis.
April 10, 2026 · William VanBuskirk
The Complete Harness: Why Most AI Agents Are Only One-Third of the Solution
Everyone's building harnesses now. But most are incomplete — they do one thing well and pretend the other dimensions don't exist.
April 9, 2026 · William VanBuskirk
Why Your AI Agent Needs Dimensions, Not Just Skills
Most AI tools organize knowledge in a big bucket. But no one's actual job looks like that — jobs are multi-dimensional, and your agent architecture should be too.
April 7, 2026 · Make Yourself AI
See It In Action: How Canvas Works
A walkthrough of the myai Canvas — where expertise meets AI in a visual, collaborative workspace.
April 5, 2026 · Mark Freedman & William VanBuskirk
Deep Dive: Dimensions and Attunement
How myai learns from your experts — not by replacing them, but by understanding how they think.
March 30, 2026 · Mark Freedman & William VanBuskirk
Go to Gemba: Why AI Should Learn from the Floor
In lean manufacturing, when something goes wrong, you go to where the work happens. We think AI should work the same way.
March 28, 2026 · Mark Freedman & William VanBuskirk
The Socratic Superpower: Why Asking AI Questions Matters More Than Prompting
Most people interact with AI by screaming at it. The real leverage is in the back-and-forth.
March 25, 2026 · Mark Freedman & William VanBuskirk
Beyond the Easy Problems: Where AI Actually Creates Value
Everyone's automating outbound emails and meeting notes. The real value is somewhere else entirely.
Tell us what’s broken.
We’ll show you what’s possible.
Every conversation starts with your problem, not our pitch. Book 30 minutes and we’ll explore whether myai fits.