Anthropic System Design Interview Questions

Review this list of 14 Anthropic System Design interview questions and answers verified by hiring managers and candidates.

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Design an API that lets a customer sample from large generative models.
2 months ago1 answer
You have one huge file coming in over a constrained link. How do you distribute it to thousands of machines?
24 days ago5 answers
Design an inference batching system for a single GPU that can handle up to 100 inputs per batch while users wait synchronously, maximizing utilization under compute constraints.
18 days ago4 answers
Design a file cache system.
10 months ago
Design an API to let users sample from large language models efficiently, with good batching and request orchestration.
18 days ago
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Implement a streaming database with the given constraints and requirements.
10 months ago
Design a peer-to-peer file distribution system that spreads a 10GB file from a single bandwidth-constrained source to thousands of interconnected hosts, each with limited input/output bandwidth, until every machine has the file.
7 months ago
Design an agentic AI system that can autonomously adapt to new tasks.
10 months ago
Design an end-to-end batching system for LLM queries.
18 days ago
Design a web crawler. Has video answer
+110 months ago10 answers
Design a scalable system for a token-generation service used by an LLM that needs to handle up to 100,000 requests per second.
18 days ago1 answer
Implement an in-memory database in CodeSignal, with each round adding more functionality.
10 months ago
Design a key-value store. Has video answer
+43 months ago2 answers
If a customer in a regulated industry wanted to use Claude APIs, how would you design the implementation?
9 months ago

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Anthropic System Design Interview Questions

Design an API that lets a customer sample from large generative models.

You have one huge file coming in over a constrained link. How do you distribute it to thousands of machines?

Design an inference batching system for a single GPU that can handle up to 100 inputs per batch while users wait synchronously, maximizing utilization under compute constraints.

Design a file cache system.

Design an API to let users sample from large language models efficiently, with good batching and request orchestration.

Implement a streaming database with the given constraints and requirements.

Design a peer-to-peer file distribution system that spreads a 10GB file from a single bandwidth-constrained source to thousands of interconnected hosts, each with limited input/output bandwidth, until every machine has the file.

Design an agentic AI system that can autonomously adapt to new tasks.

Design an end-to-end batching system for LLM queries.

Design a web crawler. Has video answer

Design a scalable system for a token-generation service used by an LLM that needs to handle up to 100,000 requests per second.

Implement an in-memory database in CodeSignal, with each round adding more functionality.

Design a key-value store. Has video answer

If a customer in a regulated industry wanted to use Claude APIs, how would you design the implementation?

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