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July 3, 2026

multi-agent orchestration

The Orchestration Problem: Creating Agents Is Easy. Coordinating Them Is Not.

TL;DR Creating a single agent is an engineering task. Getting multiple agents to share context, route exceptions, and produce a single auditable output is a systems design problem of a fundamentally different order. The reason coordination gets harder with every agent added is concrete: every new agent creates connections to every existing agent, and each […]

The Orchestration Problem: Creating Agents Is Easy. Coordinating Them Is Not. Read More »