Research by BiVelio
We teach the algorithms we build and how we measure what they do.
Retrieval, agents, knowledge graphs and orchestration. No hype: the why, the how and the math.
- articles in the library
- 16
- algorithms
- 3
- papers published
- 4
Our mission
Knowledge that isn't shared doesn't compound.
We built BiVelio by running real companies. Every algorithm we design comes from a concrete problem, not a paper. We believe explaining it in the open is the most honest way to make progress.
In the open
We publish the reasoning, not just the result. Transparency is a requirement, not a marketing gesture.
With rigor
Math, code and real measurements. If we claim something, we show how we know.
That compounds
Each article builds on the last. Knowledge that accumulates is what creates long-term advantage.
To share
We write to teach. If an idea helps another team build better, it has done its job.
From the library
A paper, an algorithm and an article
A selection to start with. Everything else, with search and topic filters, is in the library.
Paper
Caleta: An Evidence-Oriented Trust Layer for Reproducible Local Large Language Model Inference
PreprintOctober 2026
Algorithm in production
BiVelio Savings Layer
BV-SALA · In production
Paper
XMRMesh: Offline Monero Payments over Bluetooth Low Energy Mesh Networks
Engineering draftOctober 2026
In the classroom and on stage
Publications and talks
Universities where we teach or have presented our work, and the open platforms where we publish it.
