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

Anthropic shows a single AI agent can replace many subagents, doubling speed. The company releases a GitHub migration kit to help teams consolidate context loading into one model. This simplifies agent design and reduces latency for developers building complex workflows.

The Decoder·Oct 25, 2026

Opening Kapyn…