Blog | Alonso Sandoval

Blog

Writing on applied AI, data systems, and startup execution.

A small collection of essays and field notes on infrastructure, product engineering, and where AI is actually creating leverage.

Apr 14, 2026

Agents, Polymarket, and the Rise of Machine-Native Market Intelligence

Prediction markets are becoming a compelling interface for AI agents: structured questions, live probabilities, public APIs, and a natural feedback loop for research and decision-making.

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Mar 15, 2026

Why Agent Infrastructure Is Becoming the New AI Stack

The most important shift in AI right now is not just better models. It is the emergence of protocols, tools, and evaluation layers that make agent systems operable.

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