It started the way most of my projects start: with a question nobody asked. How many hamsters running in wheels would it take to power my website?

I typed it into Claude, fully expecting a one-line joke. Instead, I got physics. A hamster generates about 0.5 watts on a wheel. They only run about 6 hours a day. A basic web server draws around 400 watts. The math landed on 3,200 hamsters working in four rotating shifts, each group tricked into a different circadian cycle with controlled lighting.

Claude didn’t just give me a number. It gave me a shift schedule, a facility layout with color-coded rooms, a rest day rotation, and a job title: Hamster Ops Manager.

The math: 400W ÷ 0.5W per hamster = 800 running at all times. At 6 hours per hamster per day, you need 4 shifts × 800 = 3,200. Add a rest rotation and buffer, and you’re looking at about 4,500 hamsters total.

At that point I knew this had to be a video.

From Chat to Script

I asked Claude to write me a production script for a 10–15 second video. It came back with a full cinematic breakdown: warehouse layout, props list, shot-by-shot timing, crew roles, even three budget tiers. Way too detailed for what I needed.

I told it I was using an AI video tool and to simplify. It immediately stripped everything down to four scene prompts with paired visual and audio direction, each one ready to paste into a generator. That’s the version I used.

The Workflow

1. Ask the dumb question — Claude did the math, designed the shift system, and mapped out the whole facility.
2. Generate the script — Asked Claude for a video script, iterated once to simplify it for AI generation, and added audio cues for Flow.
3. Paste into Google Flow — Dropped each scene prompt into Flow / Gemini. It handled visuals and audio together.
4. Add text overlays — Quick pass to add the three text cards: hamsters per shift, watts, and the final tagline.

The Tools

• Claude (Anthropic) — math, script, prompts
• Google Flow / Gemini — AI video generation

That’s it. Two tools. The entire process from dumb question to finished video happened in one sitting. No footage was shot. No stock video was licensed. No hamsters were harmed or employed.

Watch The Process

Watch The Result

What I Learned

The interesting part wasn’t the hamsters. It was the feedback loop. I started with a throwaway question, got a surprisingly detailed answer, and realized the answer itself was content. From there, Claude adapted its output three times: first a full production script, then a simplified AI-ready version, then audio cues for a specific platform. Each iteration took one sentence of direction.

The gap between “idea” and “finished thing” is collapsing. Not because the tools are perfect, but because the iteration cost is nearly zero. A bad prompt costs you ten seconds. A good one gets you a video.

Will AI-generated video replace real filmmaking? No. But for a weird idea that lives in the space between shitpost and science, it’s exactly the right tool.

3,200 hamsters. 4 shifts. 1 website.

Keep chasing your silly ideas.

-CT

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