Category: Generative AI
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Building Fault-Tolerant AI Pipelines: Smarter Load Balancing and Workflow Orchestration
As AI systems become integral to real-time applications, engineering leaders face the challenge of keeping complex AI pipelines both responsive and resilient. In particular, orchestrating workflows that involve multiple AI models — often calling out to external large language model (LLM) APIs — requires careful design to ensure fault tolerance. This article explores the hurdles…