Welcome to Revonex — my personal space for writing about large language models, autonomous systems, and the craft of building software. Notes from the edge of what's possible.
How large language models actually work — attention mechanisms, emergent behavior, alignment, and where the field is heading.
Ongoing researchThe craft of building software — system design, trade-offs, working with AI tools day-to-day, and lessons from shipping things.
Regular writingBreakdowns of interesting papers, ideas from cognitive science, and experiments I'm running on the side.
Deep divesTools I'm building, experiments in the open, and thoughts on the culture of sharing knowledge in the AI era.
ProjectsI'm a builder who got obsessed with AI around the time transformers started doing things that felt genuinely strange. Since then I've been deep in the weeds — building autonomous agents, studying cognitive architectures, and trying to understand where the interesting failures happen.
Revonex is my personal space on the internet. I write here to think in public — sometimes half-formed notes, sometimes long-form deep dives. Not to teach, but to understand. I hope some of it is useful to you too.
When I'm not writing or building, I'm probably reading something about emergence, probability, or why systems fail in unexpected ways.