System Design Patterns: From Fundamentals to Real Systems
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Design 4 - The AI Copilot

"Design an AI copilot for a marketplace's sellers. It answers questions about their shop ('why did sales dip last week?'). It works with their documents. It takes actions on their behalf ('launch a 10% promo on my slow movers'). Safely, at scale, billed by usage."

1. Requirements and Numbers

Pause. Clarify, and notice which requirement changes the design's species.

Scale? 500K sellers. About 50 chat requests per second at peak. Agent tasks run seconds to minutes.

Knowledge sources? Shared help docs, plus each seller's own analytics, which are private and live.

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