Ben Sinclair

September 18, 2026

If you're not in AI all day, you're doing too much manual labour

I was talking to my wife yesterday and we both landed on the same thing at the same time. Six months ago we weren't living in Claude. Now we are.

It's not that we weren't using AI back then. We were using it heavily. We were in ChatGPT in the browser most of the day. But that meant we did most of the work ourselves. Download the file. Upload the file. Copy the answer out. Paste it into the real system. Go back and forth. The AI did the thinking and we did the fetching and carrying.

It couldn't touch our files. It couldn't drive the browser. It couldn't go and do the thing. So every good answer still landed back on us to actually carry out.

Today almost all of it goes through Claude, and Claude does the doing. The writing, the planning, the admin, the reconciling, the video edits, the research, the bits of code. If I'm working, Claude is open and it's working too.

What actually changed for us

For a long time I treated AI like a vending machine. Ask a question, take the answer, go back to doing the real job by hand. Of course it only ever saved me a few minutes. I was still the one doing the work.

The shift came when I stopped asking it questions and started handing it the job. The whole job. All the context, the files it needs, the messy background, and what I actually want sitting in front of me at the end.

That's when it stopped being a nice extra and became the way the work gets done.

Most people are still doing it by hand

I see it constantly. Someone burning an afternoon on a spreadsheet. Someone retyping the same information into three different systems. Someone writing the fifteenth version of the same email this month.

None of these people are lazy. Most of them work harder than I do. That's the bit that gets me. They are doing genuine manual labour on work that no longer needs a human hand on every single step.

And I understand why. It feels a bit like cheating. It feels like the tool won't do it properly. It feels like learning it will cost more time than it saves. I thought all of those things too.

But the honest answer is that the tool is not the hard part. The hard part is being willing to change how you work. To stop being the person who does every step, and start being the person who decides what good looks like and then checks it.

It compounds

Once the habit forms, it compounds fast. The hour you save on Monday is an hour you spend on the thing that actually matters. Then you find the next thing. Then the next.

Six months of that and you look up and realise your whole working day is different. Not busier. Just further along.

My encouragement is simple. Pick one thing you do manually every week, something you dread, and give the entire job to Claude. Not a question about it. The job. Give it everything you know, be specific about what you want, and then push back on the first answer until it's right.

Then do it again next week with something else.

What's the thing you're still doing by hand?

-Ben