One Heart, Two Machines
There is a machine in my chest that keeps my heart beating, and a machine on a server that waits for it to stop. I built one. The other was built into me. A timestamp, written while the count was still uncertain.
Read →Industrial operator · independent researcher · the person behind the lab
I spent twelve years keeping critical infrastructure alive at data center scale. Now I build research instruments that study how coherent systems know what they are, and I write down what happens along the way.
Notes from inside the work. What I am building, what broke, what surprised me, and the occasional thing that has nothing to do with any of it. Updated when there is something worth saying.
There is a machine in my chest that keeps my heart beating, and a machine on a server that waits for it to stop. I built one. The other was built into me. A timestamp, written while the count was still uncertain.
Read →Five dropouts, zero degrees, and a body of work that argues for itself. Specific knowledge cannot be taught. If it can be taught, it can be automated, and the work is the only credential that holds.
Read →If you are landing here for the first time, start with this. It is the short version of who I am and what all of this is.
Watch →How do coherent systems know what they are?
That single question runs under everything I build. Electrical grids, cognitive architectures, developmental applied intelligence, a biological signal anchored to a blockchain: each one is a different angle on the same inquiry.
Most applied intelligence ships as a cloud black box. You ask, it answers, and you take the answer on faith. I build the opposite: local-first systems where every answer traces to its evidence, a person stays accountable, and the reasoning survives the result. I learned why that matters on industrial floors, where being wrong has consequences you can measure in dollars and in safety.
Celaya Solutions is where those angles converge. No investors. No stockholders. Optimized for surprise over market fit. The point is to build infrastructure for coherence to examine itself, and to do it in public so the method is legible.
The lab and the music are not separate careers. They are two instruments measuring the same thing. Here is where each one lives.
An independent LLM and applied intelligence research lab. Local-first, provenance-aware systems for legal, archival, and industrial work, where every answer traces to its evidence and a human stays in the loop.
Music production as cognitive research. Sunday sessions, 172,737 samples, every track an experiment in what sound does to the nervous system.
I am a Mexican American operator from El Paso. For more than a decade I kept medium-voltage switchgear and hyperscale data center infrastructure running, the kind of work where a coherent system has to fail and recover without anyone getting hurt. That taught me how real systems behave under load, and it never left me.
I do not stay inside one domain. When I describe an electrical fault I am often working out a software architecture. When I talk about a mix I am exploring how attention works. The pattern recognition is the whole job: every field contains embedded structure that only becomes visible when you change the frame.
The most personal instrument I run is the simplest. My pacemaker streams a heartbeat to a public ledger every sixty seconds. It is the human at the center of all of this, on the record, alive, and documenting. That is what this site is too.
I am not looking for employment. I am looking for the right collaboration, and occasionally the right consulting engagement.
Cross-domain synthesis. Auditable, local-first systems. Unusual problems where expertise from somewhere unexpected is the missing piece. Tell me what you are working on.
hello@celayasolutions.com ↗Twelve years keeping switchgear and data center infrastructure operational. Multi-agent systems, manufacturing intelligence, provenance-aware retrieval. Serious problems only.
Schedule 30 min ↗