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LLM Orchestration with Bifrost: Routing, Fallbacks, and Load Balancing in One Layer
How-ToMachine Learning

LLM Orchestration with Bifrost: Routing, Fallbacks, and Load Balancing in One Layer

via Dev.to TutorialDebby McKinney1mo ago

You're managing multiple LLM providers; OpenAI for production, Anthropic for experimentation, AWS Bedrock for compliance. Each provider has different API formats, rate limits, and pricing. Your application needs automatic failover when providers go down, intelligent routing to optimize costs, and load balancing across API keys to prevent throttling. This is LLM orchestration: coordinating requests across multiple providers, models, and API keys with routing logic, failover strategies, and load balancing—all without cluttering your application code. Bifrost provides comprehensive LLM orchestration through a single gateway layer, delivering sub-3ms latency while handling routing, automatic failover, adaptive load balancing, and semantic caching. maximhq / bifrost Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS. Bifrost AI Gateway The fastest way to build AI applications that n

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