May 18, 2026

Welcome to the blog

A placeholder first post to confirm rendering. Real notes from the work are coming soon.

This is a seed post. Joe will replace it with the real first piece once the command center ships.

What you'll find here

Notes from the work. Bottlenecks, workflows, and the AI agents we build for founder-led service businesses.

If it doesn't help you move the needle in your business, it doesn't belong here.

A few things to expect

Short pieces, not essays
Concrete examples from real client work (anonymised)
The occasional thinking-out-loud post
Zero hype

How the systems are built

Three stages, in order:

Implementation
Identify the bottleneck
Resolve the bottleneck with AI

The bottleneck before the AI is almost always the system. Get the system right and the AI does its job quietly.

Here's a snippet that shows up well in the renderer:

function findBottleneck(ops: Ops): Bottleneck {
  return ops.steps.reduce((slowest, step) =>
    step.cycleTime > slowest.cycleTime ? step : slowest
  );
}

And a small table to test horizontal scroll:

Stage	Question
Implementation	Is the basic system actually running end to end?
Identify	Where does work pile up or fall through?
Resolve	What AI agent removes that constraint without creating a new one?

More soon.

Always forward, Joe

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