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ENTITY Aman Kumar

Aman Kumar

PulseAugur coverage of Aman Kumar — every cluster mentioning Aman Kumar across labs, papers, and developer communities, ranked by signal.

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  1. TOOL · CL_293754 ·

    Developer shares pytest strategy for mocking LLM API calls

    Developer Aman Kumar outlines a strategy for testing code that interacts with Large Language Models, specifically using the OpenAI Python client. The approach advocates for separating unit tests, which use a mocked clie…

  2. TOOL · CL_293520 ·

    Developer builds client-side cache to cut LLM API costs and latency

    A developer has created a client-side caching system to reduce latency and costs associated with repeated identical requests to OpenAI-compatible APIs. The cache key is meticulously constructed to include all parameters…