Kamya Shah

Kamya Shah

Best AI Gateways for Centralized MCP Tool Routing

Best AI Gateways for Centralized MCP Tool Routing

TL;DR: As AI agents move into production, MCP gateways have become essential infrastructure for centralized tool routing, security, and observability. Bifrost leads with unified LLM and MCP routing at microsecond-level latency. Kong AI Gateway, Lasso Security, MintMCP, and IBM ContextForge each serve distinct use cases ranging from security-first deployments

Managing OpenAI Rate Limits at Scale: A Practical Guide

Managing OpenAI Rate Limits at Scale: A Practical Guide

Managing OpenAI rate limits at scale requires more than retries. Learn how to architect resilient AI infrastructure with weighted keys, fallbacks, and budgets. Managing OpenAI rate limits at scale is one of the first hard infrastructure problems every team running production LLM applications hits. A workload that runs cleanly at

Best AI Observability Tools in 2026: A Buyer's Guide for Production Teams

Best AI Observability Tools in 2026: A Buyer's Guide for Production Teams

The best AI observability tools in 2026 combine distributed tracing, online evaluation, and data curation. Compare leading platforms and how to choose. AI observability has shifted from a nice-to-have dashboard to a baseline requirement for any team running LLM applications in production. The best AI observability tools in 2026 do

5 Enterprise AI Gateways for LLM Cost Control in 2026

5 Enterprise AI Gateways for LLM Cost Control in 2026

Compare 5 enterprise AI gateways that control LLM costs with semantic caching, budget controls, and per-key rate limiting at production scale. LLM spend has moved from a line item engineering teams could absorb to a top-five cloud expense for many organizations. Enterprise AI gateways now sit between applications and providers

Choosing the Right MCP Gateway for Your AI Infrastructure

Choosing the Right MCP Gateway for Your AI Infrastructure

A practical guide to choosing an MCP gateway for AI infrastructure: evaluation criteria, common pitfalls, and how Bifrost handles tool access at scale. Choosing the right MCP gateway for your AI infrastructure is now a foundational architecture decision, not a tooling preference. The Model Context Protocol has moved from a

Best AI Gateway for Opencode: Token Tracking and Access Controls

Best AI Gateway for Opencode: Token Tracking and Access Controls

The best AI gateway for Opencode unifies token tracking, access controls, and multi-provider routing. See how Bifrost handles all three for production teams. Opencode is the open-source AI coding agent built for the terminal, with native support for 75+ LLM providers through Models.dev, including local models. That flexibility is

Best MCP Gateway for Claude Code to Reduce Tokens by 50%

Best MCP Gateway for Claude Code to Reduce Tokens by 50%

How routing Claude Code through Bifrost as an MCP gateway slashes token spend without changing your workflow. Among terminal-based coding agents shipping today, Claude Code stands out for its breadth of capability. From a single CLI session it parses your repo, runs commands, edits files, and opens pull requests. The