
AI Model Routing in 2026: Measure the Router, Not Just the Model
Learn how model routing differs from multi-agent orchestration, how vendors now automate route selection, and how to evaluate quality, latency, and cost as one system.
Oscar Gallo · AI engineer · entrepreneur · Co-founder & CTO at VallySeed
Field notes from inside the decisions: intelligent systems, company building, and the human judgment that keeps both useful.
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Learn how model routing differs from multi-agent orchestration, how vendors now automate route selection, and how to evaluate quality, latency, and cost as one system.

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Company work
AI enablement, agentic systems, and AI-native products built for organizations that need measurable operating advantage.
Open projectFounder work
ByPosting, ByRenovate, and Here I Am Studio: products taken from a blank page through architecture, experience, and delivery.
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A decade of mobile architecture, design systems, and product engineering across ShopMonkey, Cars.com, REPZ, and BodyLura.
Open projectPersonal field notes live here. Production AI partnerships happen with the VallySeed team.