According to Geoff Goodman's technical write-up on TorkBot, a new approach to AI agent design borrows from the octopus: one central coordinating mind manages multiple specialized appendages. Each appendage handles its own complex work—running tools, waiting on I/O, exploring dead ends—without freezing the main conversation. The trick is routing all user interactions through the same central brain, so the agent maintains consistent personality and can connect work across platforms, while delegating the messy details to isolated sub-contexts. It's a clean solution to the classic tension between responsiveness and capability.

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