Swapping Haiku for Jev in my AI twin
I replaced the first step of my twin with Jev, a model that picks instead of writing. Refusals got six times faster, and answers more than a second quicker.
sept. 2026Apprentissages & expériences
Des notes courtes quand j’apprends une chose, des articles plus longs quand je casse quelque chose de gros. Tout est écrit en anglais.
Visiting Malian monuments in 3D
Why I started Monument223, the first model that got Djenné right, and what happened when I launched it on September 22.
sept. 2026How I test my AI twin
77 hand-written test questions, scorecards I can compare, what real visitors add, and what I still don't know.
sept. 2026When my AI twin gets it wrong
The bugs that made my twin crash, go quiet or answer the wrong way, and what each one taught me.
sept. 2026Keeping my AI twin out of trouble
The security bugs I found while building my twin, from a script that could run up my API bill to people signing messages with my name.
sept. 2026How my AI twin works (so far)
Build notes on the chatbot that answers questions about my work: why I built it, the stack, and what happens to your message.
sept. 2026Running open-source LLMs on a homelab
What actually fits on 8GB vs. when you give up and rent a GPU.
avr. 2026