Building Multi-Provider LLM Apps: Abstraction, Routing, Failover
Build apps that use multiple LLM providers: abstraction layers, model routing for cost and quality, and failover that keeps you online.
LayerFlow Blog
Practical, SEO-ready guides on organizing AI prompts, comparing LLMs side by side, routing models for cost and quality, BYOK key management, and building AI workspaces.
Build apps that use multiple LLM providers: abstraction layers, model routing for cost and quality, and failover that keeps you online.
LLM routing policies explained: rule-based, cascade, and classifier routing to balance cost, latency, and quality — plus how to set and monitor thresholds.
Implement LLM routing in production: classification tiers, decision trees, fallbacks, and the metrics that prove routing is working.
The LLM routing formula balances cost, latency, and quality. Learn how to pick the right model per request with a simple scoring system that saves money.
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