System Design Patterns: From Fundamentals to Real Systems

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Design 4 - The AI Copilot

Design: The AI Copilot

"Design an AI copilot for a marketplace's sellers: it answers questions about their shop ('why did sales dip last week?'), works with their documents, and 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.

The questions that matter: Scale? (500K sellers; ~50 chat requests/second peak; agent tasks run seconds to minutes

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