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Concept guides/AI in the system/Serving a model inside a latency budget

System designAI in the system

Serving a model inside a latency budget

Hard7 min read

Questions it teaches

Choose the model tier for in-editor autocompleteMedium20 min Ad ranking inference latencyMedium40 min Writing assistant in a notes appMedium40 min LLM inference servingHard45 min GNN serving at scaleHard45 min Content safety inference at scaleHard45 min Complementary item retrievalHard45 min Isochrone serviceHard50 min

Related

AI in the system ML systems Search and feeds Agent design

Builds on: ML systems

Real-time leaderboards3 min Training data pipelines: freshness, labels and leakage9 min

Builds on: Search and feeds

Polling a feed for new items4 min Social feed (fan-out design)4 min

Builds on: Agent design

Tools, permissions, and blast radius4 min Where the agent sits in the workflow4 min

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