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Aixy Blog

Notes on MCP, AI infrastructure, and engineering at Aixy.

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Product

Decision models on Aixy: from probabilities to application actions

An AI assistant needs to decide when to answer, search or ask for review. Learn how Jev, Clef and GLiDE differ, why confidence thresholds do not transfer automatically, and how to evaluate a decision workflow through Aixy.

Óscar Caballero Óscar Caballero 5 min read
MCP

When MCP tools fill the context before the work begins

Growing MCP catalogs consume model context before work begins. We examine discovery, encoding and the measurements from our experiments, including what they leave unresolved.

Óscar Caballero Óscar Caballero 7 min read