8 min read
LLM Provider Failover: Multi-Provider Reliability Done Right
Build LLM provider failover that actually works: health checks that detect degradation, retry policies that fail fast, and consistency strategies across providers.
LayerFlow Blog
Budget caps, model routing, and cost control.
Practical guides on hard budget caps, per-project attribution, BYOK gateways, and routing models on price instead of guesswork.
8 min read
Why AI Models Hallucinate and How to Reduce It
Why LLMs hallucinate, when they fail most, and practical mitigations: retrieval grounding, citations, structured validation, and systematic evaluation.