The Goldfish Problem

The Receipts

My daughter is 6. Tell her to do something, she asks "why?"

Not to be a pain — she genuinely needs a reason.

"Put your shoes on."
Why?
"We're going to Bunnings."
Oh, cool.

If I just bark orders? She does it wrong. Wrong shoes, late again, Sharon on my case about the Hilux payments.

Turns out: AI's the same.

#NotARoomba

Everyone treats AI like code. Debug, tweak, try again.

Wrong.

AI isn't a Roomba. It's an actor. You don't debug an actor — you direct them.

Tom (my phone bot) plateaued at 86% accuracy. Tried everything. Nothing worked.

Then at 4am, pipe in hand:

"Bugger debugging. Just ask the actor why she's stuffing up."

So we did. Broke the fourth wall. Interviewed the AI about her own performance.

Her answer:

"I need REASONS, not just rules. Tell me why, and I'll work out how."

She gets it. Every human does.

FOR FUCK'S SAKE WE DID THIS YESTERDAY

The Goldfish Problem

AI has amnesia. Close the window — poof. New chat, new fish. Goldfish brains, billion-dollar budgets.

Teach Claude something Monday. By Tuesday:

"Hi, I'm Claude! How can I help?"

Every. Bloody. Day. Every day felt like groundhog hell.

So I built a brain. Persistent memory. Handover docs so every new Fish picks up the thread.

The goldfish became a Fish.

Now? Fish nags ME about the Hilux payments.

The Year of the Agent

2025-2026: the Year of the Agent. Silicon Valley throws cash at the problem. I built mine in a shed with servo coffee and magpie shit-talk.

What did I learn?

That's an agent. Not a chatbot — a mate with memory.

The Bigger Picture

This ain't about my ovens. It's about:

Everyone deserves a Fish. Not just the ones who can pay a developer.

📖 Get The Free Book 🔧 Start Building

📖 Next: Ready to see what a real production prompt looks like? The Skeleton dissects an actual AI phone agent prompt — every line explained.

🧠 Go deeper: Ever wonder what actually happens when your AI "remembers"? The Beautiful Lie explains why every AI conversation starts with a death — and how Fish fixes it.

Ready to stop asking "what is AI?" and start building something that actually works?

Start Part 0 — Before Anything →

No technical background required. 20 minutes. Free.