AI product
AI features in production — agents, RAG, evals, and guardrails. Not slide decks.
Agents & tools · RAG & context · Observability · Traceability · Evals
I connect product, design, business, and engineering through AI-assisted workflows. I help teams ship digital products with clear context, solid architecture, and engineering judgment.
Stack I work with daily
What I do
AI features in production — agents, RAG, evals, and guardrails. Not slide decks.
Agents & tools · RAG & context · Observability · Traceability · Evals
Discovery, specs, and harness engineering so AI speeds up the team without losing control.
Discovery · Specs & PRDs · Harness engineering · Conventions · Pipelines
AWS architectures that grow with the product: serverless, event-driven, and cost-aware.
Serverless · Event-driven · IaC
Blog

Cómo evoluciona el SaaS hacia productos AI native: arquitectura, APIs, MCP, observabilidad y nuevos retos de UX.

Cómo conecto producto, diseño, negocio y desarrollo con Linear, Notion, agentes y feedback de producción.
I work on digital product, cloud architecture and engineering teams. Tell me what you're building.