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Learn how to put AI agents to work in your business.

I run my own business on AI agents and build them inside other companies. One or two emails a week, I share what works, what breaks, what it costs, and what I am learning, so you can get ahead before everyone else catches up.

One or two useful emails a week. Free to join. Unsubscribe anytime.

// WHY THIS EXISTS

AI matters. The noise does not.

Every week brings a new model, tool, headline, and prediction.

But the real question is not what launched. It is what can help you do better work, build a more intelligent business, and stay ahead as AI changes both.

That is what I write about.

No recycled news. No endless lists of tools. Just what I am learning from building AI agents inside real businesses and putting them to work every day.

// WRITTEN FROM INSIDE THE WORK

I am building this as I write about it.

I rebuilt my own company around AI first.

Today, we have a company brain that connects everything the business knows, a co-CEO agent working alongside me, agents beside my team, and autonomous agents that own roles themselves.

Now I build the same systems for other companies.

Walker’s Lab is where I share the process openly: the ideas, systems, experiments, mistakes, costs, breakthroughs, and lessons that come from doing the work for real.

I am not trying to predict what the future of work might look like.

I am reporting from inside it.

// WHAT YOU WILL LEARN

Everything I wish I knew when I started.

What to build

Which agents and systems create real leverage, what to build first, and what is probably not worth your time.

How to make it work

The memory, tools, skills, infrastructure, training, and human oversight agents need to become useful inside a real business.

What it actually costs

Real software costs, token bills, development work, ongoing maintenance, and where the economics make sense.

Where work is going

How careers, roles, teams, and companies change when a person no longer works alone, but alongside their own agents.

// WHO IT IS FOR

For anyone who wants to understand this before everyone else does.

You might run a business.

You might work inside one and want to become more valuable.

You might be preparing to build something of your own.

Wherever you sit, AI is going to change how your work gets done. Walker’s Lab is for people who want to understand that shift early and learn how to use it to their advantage.

// THE OUTCOME

Six months from now, you should see AI differently.

Read Walker’s Lab for six months and you should understand what agents can actually do, where they fail, what they cost, what to build first, and what is mostly noise.

You will be able to see opportunities other people miss and make better decisions about how AI fits into your career, your role, or your business.

That knowledge is an edge right now.

// START HERE

New to AI agents? Start with these four.

Together, these articles explain what agents are, why they matter, what happens when you put them inside a real business, and why now is the time to begin.

01

What Is an OpenClaw Strategy and Why Does Jensen Huang Say Every Company Needs One?

The larger shift every business needs to understand and what an OpenClaw strategy actually looks like in practice.

02

AI Agents Are Not Chatbots. Here’s the Difference and Why It Matters.

Why agents are fundamentally different from the AI most people have used and what becomes possible once AI can remember, use tools, and act on its own.

03

What We Learned Running AI Agents in Our Business

What worked, what failed, and what changed after we stopped treating one agent like it could do everything and started building them around real roles.

04

The Real Cost of Waiting on AI Agents

Why agents learn and compound over time, and why every month spent waiting is a month of progress you cannot get back.

// JOIN WALKER’S LAB

Work is being redesigned.

We are moving from people using AI as a tool to people working alongside their own agents.

I believe this will be one of the biggest changes we experience as human beings and as an economy. I have dedicated my work to understanding it, building it inside real companies, and sharing everything I learn along the way.

Join me.

One or two useful emails a week. Free to join. Unsubscribe anytime.