Kamya Shah

Handle 429 errors in production LLM applications with exponential backoff, provider fallbacks, and gateway-level pooling using Bifrost AI gateway. 429 errors in LLM applications are the single most common production incident teams hit once traffic grows beyond a prototype. Every major provider, including OpenAI, Anthropic, Google, and AWS Bedrock,

TL;DR: Semantic caching lets AI gateways recognize when incoming prompts mean the same thing as previous ones, even when worded differently, and return cached responses instead of making a new LLM API call. This cuts token spend and latency significantly. This article covers five AI gateways that support semantic

An enterprise AI gateway centralizes governance, security, and compliance across every LLM call. Learn how Bifrost delivers RBAC, audit logs, vault support, and in-VPC deployment in one platform. Enterprise LLM adoption has moved faster than enterprise governance. Engineering teams now call OpenAI, Anthropic, AWS Bedrock, Azure OpenAI, and a