You were the Translation Layer. AI can't be.
For years your business ran on people quietly turning mess into something a system could use. AI can't do that job, and now the gap shows.
Tim Jeffries
Tim Jeffries
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Latest posts
Your Business Is Becoming an MMO
The next shift in operations isn’t better AI tools. It’s building the shared infrastructure where people, automations, and systems can act together.
My Calendar Sync Was Paying Intelligence Prices for Plumbing
Four AI agents were syncing my calendar. None of them needed to think. Here's what happened when I replaced the lot with one Notion Worker.
Most of My AI Spend Didn't Need Intelligence. Notion Just Shipped the Fix.
I run 30+ AI agents across my consulting practice. Most of the spend pays an LLM to do work that should be code. Notion's new Workers change that.
Notion Drew the Map. Here's the Terrain.
Notion's AI Transformation Model maps the four levels of AI maturity. Here's what building your way through them actually looks like on the ground.
Does This Actually Need Intelligence?
Everyone's asking "where should we use AI?" It's the wrong starting point. Two questions. Four quadrants. That's all you need.
The Work You Were Already Doing Just Became Your Most Valuable Asset
AI agents can't compensate for missing structure the way humans can. The businesses that did the foundational ops work early are the ones deploying agents that actually work.
Your AI Agents Are Running. Are They Running Well?
I built nearly 40 AI skills and forgot to check if they were working. One simple log told me everything.
The Knowledge Your Business Runs On Isn't Written Down (And You Can't Be the One to Fix That)
The real documentation problem isn't writing. It's noticing what needs writing in the first place.
Custom Agent Pricing Is Almost Here. Here's How to Think About It.
Notion will soon charge for Custom Agents. How to decide what's worth keeping, what to restructure, and how to stop paying Opus prices for database lookups.