
5 min readIn English
Judging evidence with LLM oracles on GenLayer
What building Proven taught me about latency, cost and disagreement when smart contracts ask LLMs to evaluate evidence.
- Web3
- GenLayer
- Proven

5 min readIn English
What building Proven taught me about latency, cost and disagreement when smart contracts ask LLMs to evaluate evidence.
4 min readIn Spanish
Lecciones de construir el oráculo del Código Alimentario sobre las bases de ANMAT, SENASA y FAO: normalizar, versionar y citar.
5 min readIn Spanish
Por qué la custodia de evidencia es un protocolo implementado en papel, y cómo propusimos rediseñarla sobre Cardano sin exponer datos sensibles.
4 min readIn English
One constraint — ship a type-safe agent without hand-writing the interface. What held up, what didn't, and why it changed my MVP workflow.