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

**Published:** October 25, 2026
**Author:** Matthias Bastian
**Source:** The Decoder
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/anthropic-says-one-ai-agent-beats-many-subagents-now-that-models-can-han

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…

> From the original source: **The Decoder**
> [Read full article at The Decoder](https://the-decoder.com/anthropic-says-one-ai-agent-beats-many-subagents-now-that-models-can-handle-complexity-alone/)

**Tags:** #Anthropic

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