Inside Anthropic: How Lesse and Jiang Ship Opus 5.5 and Managed Agents

Latent Space · youtube · 2026-10-28

Latent Space interviews Anthropic's Heads of Engineering and Product, Katelyn Lesse and Angela Jiang, on the systems behind Opus 5.5: the 'brain and the hands' architecture for Claude Managed Agents (sandbox can die without killing the agent, with harness/session state/execution split); credential isolation so agents use credentials without holding them; rewriting the Messages API from Python to Rust with Claude and verifying via shadow traffic; anti-distillation measures; memory, 'dreaming,' and agent evals; plus swyx's breakdown of Anthropic's S-1 (revenue per employee, compute efficiency).

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