Kamya Shah

Kamya Shah

Open Source AI Gateway: Route, Govern, and Secure AI Traffic

Open Source AI Gateway: Route, Govern, and Secure AI Traffic

An open source AI gateway is the self-hostable control point for LLM and MCP traffic. This guide evaluates gateway types on routing, governance, and security, and shows how Bifrost enforces all three in one layer, from the data center to employee machines.

Semantic Caching for LLMs: How to Cut Token Spend with AI Gateways

Semantic Caching for LLMs: How to Cut Token Spend with AI Gateways

Gateway caching runs in two modes: direct hash matching with no embeddings, and semantic matching by meaning. This guide compares five gateways, explains what each mode costs, and shows which workloads see real savings.

Best AI Gateways in 2026: A Production-Ready Comparison

Best AI Gateways in 2026: A Production-Ready Comparison

A production-readiness comparison of five AI gateways: Bifrost, LiteLLM, Cloudflare AI Gateway, Kong AI Gateway, and AWS Bedrock. Compared on published overhead, governance depth, MCP support, deployment model, and observability, with a readiness matrix and evaluation criteria.

Best Enterprise LLM Gateways in 2026: A Comparative Guide

Best Enterprise LLM Gateways in 2026: A Comparative Guide

An enterprise buyer's comparison of five LLM gateways: Bifrost, LiteLLM, Cloudflare, Kong, and OpenRouter. Covers the buying questions that block deals, from self-hosting and audit logs to which features sit behind an enterprise tier.

MCP Gateway Explained: What It Is and How It Works

MCP Gateway Explained: What It Is and How It Works

TL;DR * An MCP gateway sits between AI clients and MCP servers, aggregates their tools behind one endpoint, and applies authentication, per-consumer tool access, and audit logging to every call. * A proxy forwards traffic and adapts transports; a gateway also aggregates servers, brokers upstream credentials, and decides which tools

Best Enterprise MCP Gateways for Claude Code in 2026

Best Enterprise MCP Gateways for Claude Code in 2026

TL;DR * An enterprise MCP gateway for Claude Code is scoped differently from a developer tool: self-hosted or in-VPC, per-developer tool governance, audit trails, and fleet rollout across many engineers. * Bifrost ranks first because one deployment governs both streams Claude Code produces, model calls and MCP tool

Best AI Gateway for Multi-Model Routing in 2026

Best AI Gateway for Multi-Model Routing in 2026

An AI gateway routes each request to the right model and provider through one API. This guide compares five AI gateways for multi-model routing, including Bifrost, OpenRouter, and LiteLLM, on routing rules, failover, overhead, and deployment control.