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GenAI Traffic: Why API Infrastructure Must Evolve... Again // Erica Hughberg // #296

MLOps.community

CHAPTER

Evolving API Infrastructure and Challenges

This chapter explores the transition from traditional financial analysis APIs to Gen AI and LLM APIs, focusing on the unique challenges such as response size limitations and unpredictable processing times. The speaker emphasizes the importance of adapting observability and rate limiting techniques, while highlighting the roles of product management and community advocacy in addressing user pain points. By reflecting on their experiences, they underline the need for proactive solutions to mitigate potential issues in the evolving AI landscape.

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