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How Anthropic’s Dynamic Workflows Coordinate Claude Agents

Latent Space Blog · Oct 12, 2026 · Product Launches

Anthropic launched dynamic workflows for multi-agent Claude orchestration at AI Engineer NYC 2026

“a new type of multiagent orchestration, built for your most ambitious workloads.”

Anthropic unveiled 'dynamic workflows' (flows) at AI Engineer NYC 2026, a new multi-agent orchestration primitive for Claude designed for large-scale, ambitious workloads. Presenters CJ Avilla and Harrison Stall framed the system around layered trust hierarchies, drawing an analogy to the evolution of Unix and Linux. The launch signals Anthropic's push into enterprise-grade agentic infrastructure, positioning Claude as a first-class orchestration platform rather than just a model.

anthropic multi-agent dynamic-workflows claude-agents orchestration ai-engineer-nyc

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