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Now ·

The work is converging around visible, agent-native systems.

This page is the concise dated snapshot. The longer personal and professional story lives on About.

Public systems

Data architecture for early childhood services

I am building data infrastructure and decision-support systems at First 5 Alameda County. The operating constraint is accountability: clear sources, affordable systems, and human review where automation touches consequential work.

Agent systems

Nahual and Garita as one reviewed operating layer

Project memory, repository signals, safe next actions, and ship receipts are becoming one reviewed system that can serve local agents, web, and Telegram without hiding the evidence trail.

Product + hardware

Working prototypes before imagined scale

Relod is learning from operating sensor containers. Kishmish is learning from a real battery-powered capture device. Both are exercises in letting physical constraints correct the software story early.

Teaching + community

Agent-native data work, taught in Spanish

Tacos de Datos, guides, and En Paralelo are turning coding-agent workflows into material analysts can inspect, practice, and adapt without surrendering judgment.

Public-safe status

Latest reviewed workbench notes

soyserg.io

The field-notebook revamp connects a practice-led portfolio, reviewed workbench notes, and route-level impact estimates.

Public surfacePublic site

Snapshot · Reviewed public fields from the Nahual project registry, verified against linked public sites and GitHub sources.

A useful next conversation

Something difficult where public purpose, agent judgment, language, data, or physical constraints meet.

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