Agents & dev tools · 26 October 2026
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Anthropic releases migration kit, shows single agent twice as fast as sub‑agents

Anthropic published a GitHub migration kit to help teams replace multi‑agent setups with a single agent that loads context on demand. Their tests show the single‑agent architecture runs about twice as fast as the multi‑agent approach.

Benchmarks are the company's own; not independently verified.

Why it matters

Run Anthropic’s migration kit on your stack to evaluate the reported 2× speed gain from consolidating sub‑agents into a single agent.

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