AI, code, systems and useful experiments. I build strange things to see what actually happens after the demo.
no uploads indexedI build strange, useful things with AI and technology, then explain what works, what breaks and what happens after the impressive demo. The moment @cristianexer publishes, this section, the stream below and the archive rails fill from the YouTube Data API on the next build. Until then this page shows you exactly what exists: the work, the topics and the plan.
the stream fills itself
Videos are read from the YouTube Data API at build time and cached in the repository. There are none to show yet, so there are none shown — no placeholder uploads, no invented titles, no borrowed thumbnails. Subscribe and this section will be full the next time you land here.
channel universe — 08 topics
models · evaluation · what the benchmark does not tell you
enterprise ai platforms · integration · the diagram versus the invoice
written, refactored, occasionally deleted
orchestration · tool use · the loop that would not terminate
[ some of these will not work ]
tested properly, not unboxed
infrastructure · governance · the parts nobody demos
probably overengineered. building it anyway.
A long-running agent with a memory of what it broke. It reads its own traces, works out which step failed, and opens the ticket. Mostly it opens the ticket about itself.
diagram · 16:9 exportPolicy, audit and approval routing wrapped around a model gateway. Every enterprise wants it in month six. Nobody puts it in the demo.
diagram · 16:9 exportLocal inference on hardware that has no business running it. The interesting number is not tokens per second — it is what you stop sending to an API.
diagram · 16:9 exportrails pause on hover and on focus · click any frame to open it · reduced motion holds them still
“The architecture looked simpler on the whiteboard.”
Enterprise architecture by day, experiments by night. I am interested in the gap between the demo and the deployment — governance, cost, latency, the awkward integration nobody put on the slide. The channel is where I close that gap in public.
Not a CV. If you need one, it is a link away.
