AI Gateway

TL;DR Rate limiting is critical for controlling costs and preventing abuse in production AI applications. This guide compares five leading AI gateways: Bifrost (Maxim's unified gateway with advanced governance), Cloudflare AI Gateway, LiteLLM, Kong AI, and Helicone. Each offers distinct approaches to managing LLM traffic, from simple

TL;DR * An MCP gateway is a control layer that centralizes authentication, tool discovery, and access policy for every MCP server an AI agent can reach. * Bifrost and LiteLLM both combine MCP tool governance with LLM routing in one component; Bifrost differs in hosting MCP servers directly and filtering tools

As organizations move AI applications from prototypes to production, guardrails have become non-negotiable infrastructure. Without proper safeguards, LLM-powered systems risk generating hallucinated outputs, leaking sensitive data, violating compliance policies, and producing toxic or off-brand content. AI gateways provide the ideal enforcement layer for these guardrails because every

TL;DR: LLM gateways have become essential infrastructure for production AI applications. This guide compares five leading solutions: Bifrost (fastest open-source enterprise gateway with <11 µs overhead at 5k RPS, advanced governance, security and cost controls), LiteLLM, Helicone, Kong AI, and Cloudflare. Each platform offers distinct capabilities for

TL;DR: Role-based access control (RBAC) has become essential for securing LLM applications as organizations scale AI deployments across teams and customers. AI gateways provide the infrastructure layer needed to implement RBAC effectively, offering centralized authentication, permission management, and governance controls. This guide examines the leading AI gateways that

TL;DR Multimodal AI models that process text, images, audio, and video are transforming production applications in 2026. However, bringing these models to production presents unique challenges: managing multiple data types simultaneously, handling increased computational complexity, ensuring consistent performance across modalities, and maintaining cost efficiency at scale. AI gateways like