AI Gateway

TL;DR: Claude Code is a powerful agentic coding tool, but it's locked to Anthropic's models by default. Bifrost, an open-source AI gateway by Maxim AI, lets you route Claude Code requests through any LLM provider, including OpenAI, Google Gemini, Mistral, and more. The Claude

TL;DR: Claude Code is a powerful terminal-based coding agent, but managing multiple MCP servers alongside it creates tool sprawl and security gaps. Bifrost, the open-source LLM gateway by Maxim AI, acts as an MCP gateway that centralizes tool connections, governance, and observability for Claude Code. Route all

TL;DR: Claude Code adoption is accelerating across engineering teams, but its token-based pricing can spiral without proper controls. Anthropic's built-in /cost command offers basic visibility, but enterprise teams need more: per-developer budgets, team-level attribution, multi-provider cost tracking, and automated spend enforcement. Bifrost,

As enterprise LLM spending continues to surge, with 72% of organizations expecting their AI budgets to increase, the infrastructure layer between your application and model providers has become mission-critical. AI gateways solve a growing set of production challenges: fragmented provider APIs, unpredictable outages, runaway token costs, and zero visibility

TL;DR AI observability is now foundational infrastructure for teams running LLMs and agents in production. This guide covers the five leading platforms in 2026: Maxim AI, Arize AI, LangSmith, Langfuse, and Galileo, with an overview, key features, and ideal use cases for each. Why AI Observability Matters in 2026

Generative AI applications now route sensitive prompts and customer data through multiple LLM providers, and a single un-gated request can leak PII, expose credentials, or surface harmful output to end users. Enterprise AI gateways for guardrails and security address this risk by enforcing content policies, blocking prompt injection, and