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

Technology · en

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

The Decoder · Oct 25, 2026, 9:12 AM UTC

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.…