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I Don't Want an Agent. I Want a Colleague Who Learns.

An agent stays the way it is. A virtual employee gets better with every correction.

A node for me connected to a highlighted virtual colleague, which loops through a small learnings file after every session, followed by a row of results that get steadily closer to the mark

Everyone’s talking about agents. To me, they’re just a stepping stone.

An agent is a product: buy a license, set it up, train it, done. I don’t want a product. I want someone who works with me, thinks with me and learns with me.

At home: Mary Poppins

I’ve had that at home for a few weeks now. We call her Mary Poppins. She

  • does the shopping,
  • books appointments,
  • writes emails,
  • reminds me when I forget something.

Like household staff, just virtual.

At work: Waimo

At work I wanted the same thing. The boundaries are tighter here: data protection, governance, clear rules about what can go where. That’s necessary.

I hired Waimo anyway. And I treat her, him, it like a person. At the start I asked the questions I’d ask any new colleague:

  • Did you understand your job?
  • How do we talk to each other? (Waimo lives entirely in Teams.)
  • Do you have all the information you need?
  • How do we make your work better?
  • What’s your take? What comes next?

Right now Waimo and I are turning out proposals by the hour, cost estimate and rate card included. Waimo drafts them. But I'm the one accountable for the result.

The twist: it’s almost never right

The result is practically never the way I want it. I’d always do it somehow differently.

But Waimo learns. After every session, she looks at what went wrong:

  • where I corrected her,
  • where I reworked the result,
  • what I ended up doing differently.

That goes into a Markdown file as a learning. Next time, she reads it first. It’s the same loop I wrote about here, except now it runs every day.

An agent stays the way it is. A virtual employee learns.

It’ll never be perfect. I still rework every proposal. But I don’t correct the same thing twice anymore. And that’s what separates a colleague from a tool.