
Harnessing Claude’s intelligence
Anthropic outlines three patterns for building applications that keep pace with Claude’s evolving capabilities: lean on what Claude already knows, continuously question which harness logic Claude can now handle itself, and set boundaries carefully. The post highlights how assumptions baked into agent harnesses go stale as models improve, and why giving Claude tools like bash and a code executor lets it orchestrate its own actions more efficiently. Essential reading for anyone building production agents.



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