Apparently, financial independence now requires commenting “AGENT” under a man pointing at a browser window and waiting for a DM.
The Ask B! Newsletter · Free preview · Applied AI. Intuitive leadership. Hot takes.
F*** the bro marketing and the hype merchants.
Just because AI can do something does not mean AI should do it.

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(all fake. the feeling isn’t.)wealth_kyle_88 · 2h
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AGENT please king
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Sent! Check your DMs.


So, some disclosure, since that seems to be rare now.
Did I write this? Yes.
Did I use AI to clean it up and make it pretty? Yes.
Did I use AI to help automate this post? Yes.
Did I use Microsoft 365 and Claude to make that happen? Yes.
I brought the ideas and the experience. AI helped organize them, edit them and move the work through the systems. I reviewed everything that carried my name, and the judgment and the responsibility stayed with me. It’s useful technology, and it didn’t take any forbidden knowledge.
Who did what.And the systems doing it.
Me
The ideas, the experience, the review, the judgment and the responsibility.
OneNote
Holds the original note.
Power Automate
Moves the work between systems.
Claude
Drafts, edits and builds the visuals.
SharePoint
Keeps drafts, sources and status.
Outlook, Teams
Bring me the approvals.
Word
Holds copy edits and feedback.
RSS file
Holds knowledge and brand context.

Canva, HeyGen
Handle design and video.

Metricool, Buffer
Schedule the post.
From a recorded idea to a scheduled post.The machine moves it. I decide it.
Record a note
The idea starts with a person.
Recording + transcript
Saved with the note
Notes
The original idea stays with the work.
Power Automate
Collects new notes.
Run schedule
When the automation picks up work
RSS file
Knowledge + brand context
Scheduled agents
Turn notes into drafts.
Agent instructions
Voice, sources, output format
SharePoint
Drafts, source links, versions
Drafts + suggested reading
Select + approve
Not selected? It stays in SharePoint.
Outlook / Teams
Deliver the review request
Word
Copy edits and feedback
Brand & Editorial
Edit the selected content.
Social & Creative
Produce the content and assets.

Canva / HeyGen
Design and video
Final approval + date
Needs changes? Back to Brand & Editorial.
Outlook / Teams
Deliver the approval request

Metricool / Buffer
Holds the post until the date.
Scheduled publication
SharePoint
Saves schedule and status
Illustrative workflow. Marks belong to their respective owners.
Want a map like this for your own work?
Work with usI’m actually inspired by what AI can do. These people annoy me, because I’ve seen what they leave behind. My clients get trapped. Companies and enterprises get trapped. I’ve watched it firsthand and secondhand throughout my whole career. There’s a real opportunity in front of us, and it’s getting buried under the same old machine: manufacture the insecurity, promise the escape, sell the access.

Your exhaustion is somebody’s funnel.
You’re overwhelmed? Buy another tool. Your team can’t move without you? Install an agent. Your business depends on you remembering everything? Now you also get to remember which automation broke.
Congratulations, you’ve become technical support for your own free time.
My free time is down
You · 6:42 PM
The agent that was going to give me my evenings back has stopped running.
You, support · 6:43 PM
Have you tried turning it off and on again?
You · 6:51 PM
Yes. Now Agent 14 can’t find Agent 9.
Automated reply · 6:51 PM
Thanks for your patience. This ticket has been escalated to: you.
- Reporter
- You
- Assignee
- You
- Escalation
- You
- Priority
- Your evening
- Root cause
- Agent 14 can’t find Agent 9
And before anyone in nicer shoes gets comfortable, the enterprise version is the same thing with a steering committee. The language is more respectable and the slides are better. The mistake is the same: buy the capability before you understand the work, show a lot of activity, and let the people doing the job absorb whatever happens next.


Somebody still has to supply the context, reconcile the systems, check the output, handle the exceptions, and explain what happened when it goes wrong. That’s work, and it goes in the math. A faster first draft tells you almost nothing about whether the whole job got better.
Meanwhile, the problems people need solved are sitting in plain sight. A leader approves everything because nobody ever established who else can. A team retypes information between two systems that were bought to stop the retyping. A customer tells their story for the third time because each department holds a different piece of it. At home, the appointment happens because you remembered it. At work, the project moves because you chased it.


This isn’t only a founder’s problem or an executive’s problem. The small business owner, the team lead, the CEO and the person keeping a household running would all recognize it. Every tool connects to something. Every connection runs through someone.

You have become infrastructure for your own life.

Being the connection between everything costs something. You pay in interrupted attention, decisions that wait on you, evenings spent catching up, and the ideas you no longer have the energy to chase. Smarter tools don’t automatically take any weight off the person holding them together. We have to design for that.

That’s why we built Human API. We help you decide what deserves your attention and build the support to carry the rest.
We start with the human: what you’re carrying, what needs your judgment, and what you want room to do. Then we find out whether the support helped.

Human development, business systems and applied AI sit together here because that’s how you live them. When your confidence is low, you don’t let go of the work. When nobody knows who owns something, people do it twice. When your instructions are bad, AI gives you bad output at an impressive speed.
So decide what the work needs, then choose the tool. Our method for that is P.R.A.C.T.I.C.A.L.: nine activities and three moves, worked on one real situation.

First, a sequence.Then, a circle.
See.
Agree what’s happening and why.
- Pinpoint: Choose one situation and say what should improve.
- Root: Find what keeps the problem happening.
Sort.
Decide how the work should happen.
- Audit: Count all the work needed before and after a change.
- Categorize: Decide how each task should be handled.
- Transition: Make clear what one person or system passes to the next.
- Instruct: Give AI one clear job and test its limits.
Choose.
Test in real work and learn from the evidence.
- Choose: Choose a change you can test in real work.
- Assess: Use the results to decide what happens next.
- Lock: Save the agreed way of working so people can use it.
That last move takes some honesty.
An hour saved in production followed by two hours of corrections leaves you an hour behind. Calling it “AI-powered” won’t improve the subtraction. And if the work just landed on a colleague who was already overloaded, that counts too. Otherwise we’re congratulating one department for moving its problem down the hall.
The subtraction.
AI is one possible answer, never an automatic requirement. Sometimes the useful change is automation. Sometimes it’s a clear decision, a shared record, or giving authority to the person who already knows what to do. Sometimes the breakthrough is admitting nobody needs the report.
More capacity only counts when you can show it.
A forecast is not a result. Compare the same work at the same standard. Count the whole effort after the change, including setup, checking, corrections and upkeep. Then see where the room went: a better decision, thoughtful work, a customer, a relationship, or rest.
A weekly client report eats Monday
Same work. Same standard.Estimated
What might become possible. A forecast with assumptions that still need testing.
Verified
Comparable effort before, minus the total effort after.
Actually used
Where the room went.
Illustrative example.
Then comes the question I wish this industry asked more often.
What would you make room for?




A business that can grow without every decision coming back to you. A team with room to develop. Time to learn, to think, to go after something ambitious. An evening when the people you love get more than whatever’s left of you.
Those are all good answers, and the choice is yours. You don’t owe the productivity industry every minute you get back.
AI gives us a real chance to expand what people can do and the lives they have room to live. Taking that seriously requires practical methods, accountable decisions, and evidence that’s still there after the demo ends.
That’s the work we built Human API to do.
Hold us to it.
Human API.
One human. More capacity.
Brandon White

Work with us
Bring Human API into the room.
We may help you build something ambitious. We may help you learn enough to build it yourself. We may help you make a decision, align a team or change how you lead.

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