# Anthropic says one AI agent beats many subagents now that models can handle complexity alone

> Source: <https://the-decoder.com/anthropic-says-one-ai-agent-beats-many-subagents-now-that-models-can-handle-complexity-alone/>
> Published: 2026-10-25 09:12:10+00:00

Anthropic says companies should evaluate whether they can consolidate sub-agents into a single agent that loads context on demand. In one architecture comparison, the single-agent setup ran about twice as fast. Anthropic has published a migration kit on GitHub to help teams make the transition.

The article [Anthropic says one AI agent beats many subagents now that models can handle complexity alone](https://the-decoder.com/anthropic-says-one-ai-agent-beats-many-subagents-now-that-models-can-handle-complexity-alone/) appeared first on [The Decoder](https://the-decoder.com).