Search smarter, locally.
Exploring how on-device AI and embedding models can make images, text, and video more natural to find.
WORK IN PROGRESS / THINGS ON MY MIND
What's on my mind.
Not just finished work — the seeds of what I want to build next.
This isn't a list of published articles; it's an introduction to themes I'm exploring. When results come together, I plan to share them on GitHub or in technical articles.
Run only when used.
Dev environments and small service infrastructure that start only when needed — and how to keep them running sustainably on limited resources.
Connecting agents.
Experiments in unifying the entry points and execution paths of different agents so applications can use them more easily.
None of these guarantee a published article or product.