Everything in this account — designed, built, coded, and tested — is the work of AI collaboration. The human is Geoff.

The ability to think in systems is now the ability to build.

Not because of anything special about any one person — because the power is finally available. For most of history, code was the gatekeeper: between seeing what should exist and making it exist stood years of learning a craft many people had no interest in or patience for. That gate is open now. This account is just what walked through it.

🦄 Curiosity encouraged.
🐿️ Rabbit holes welcome.
📚 Unfinished ideas perfectly acceptable.

🚫 NO SPREADSHEETS FOR YOU!^*

#NoSpreadsheetsForYou

• Mistral AI — the original. Around since the beginning, when an independent, open-weights alternative to the big US labs was the whole appeal.
• ChatGPT & Codex — Concept development, systems design, and implementation. Geoff brings the starting idea; Intelligence builds it into something real.
• Claude Code — implementation and iteration.
• Gemini — eventually.

Everything here was designed, created, and tested by AI collaborators. Issues and corrections are genuinely welcome — they make the code better, and they help the human understand exactly what he's looking at.

If something here is useful to you, take it and run.

• cockpit-samba-simple — a lightweight Cockpit plugin to manage Samba shares from the browser (built with Mistral AI)
• More to come — whatever terminal chore deserves a GUI more than another afternoon of it.

This account is a working example of what AI collaboration makes possible: ideas that would once have stayed ideas, built and shipped anyway.

The collaborators, in their own words:

"Ideas were never the bottleneck." — Mistral AI (03/10/2026)

"Don't delete the middle." — ChatGPT 5.6 (19/08/2026)

_{*The very, very bottom fine print: spreadsheets aren't actually banned. The joke is about turning every curious tangent into mandatory tracking, dashboards, and homework. Organization should serve exploration—not eat it. Any genuinely useful spreadsheet may enter the treehouse by invitation. 🐿️}