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What Is an MCP Gateway: Control Plane Patterns for AI Agents

What Is an MCP Gateway: Control Plane Patterns for AI Agents

An MCP gateway is the control plane that sits between AI agents and the Model Context Protocol servers they call. Here are the patterns that matter in production. An MCP gateway is the infrastructure layer that sits between AI agents and the Model Context Protocol servers they connect to, providing

Claude Code Gateway Explained: Routing, Governance, and Cost Control

Claude Code Gateway Explained: Routing, Governance, and Cost Control

A Claude Code gateway routes Anthropic CLI traffic through a single control plane for multi-provider routing, governance, and cost control. Here is how Bifrost implements it. A Claude Code gateway is the infrastructure layer that sits between Anthropic's terminal coding agent and the model providers it calls,

Best AI Governance Platform for PII Redaction and Guardrails

Best AI Governance Platform for PII Redaction and Guardrails

Bifrost is the AI governance platform that combines PII redaction, guardrails, and policy enforcement at the gateway layer across every LLM provider. Enterprise AI teams need an AI governance platform that enforces PII redaction and guardrails consistently across every model, provider, and team. The challenge is structural: model providers ship

The Definitive Guide to Prompt Engineering 2025

The Definitive Guide to Prompt Engineering 2026

Prompt engineering has emerged as a critical discipline for developing and optimizing interactions with large language models (LLMs). As organizations increasingly deploy AI applications in production, the ability to craft effective prompts directly impacts application quality, reliability, and user experience. What is Prompt Engineering? Prompt engineering is the process of

Top 5 Tools for AI Governance in Enterprises

Top 5 Tools for AI Governance in Enterprises

As artificial intelligence systems become integral to enterprise operations, AI governance has evolved from optional oversight to a strategic imperative. Organizations deploying AI without proper governance frameworks face significant risks: Gartner research predicts that over 40% of agentic AI projects will be canceled by the end of 2027, primarily due

Top 5 Agent Simulation Tools in 2026: What To Use, When, and Why

Top 5 Agent Simulation Tools in 2026: What To Use, When, and Why

TL;DR: Simulate before you ship. That is the single rule every serious AI team ends up learning. Maxim AI gives you end to end simulation, evaluation, and production observability in one place. You can prototype crew patterns with CrewAI, replay and inspect chains with LangSmith, harden runs with AgentOps,

Top 5 Tools to Ensure Quality of Responses in AI Agents

Top 5 Tools to Ensure Quality of Responses in AI Agents

AI agents deployed in production environments handle customer interactions, automate complex workflows, and make decisions that directly impact business outcomes. Without systematic quality assurance, these agents can generate incorrect responses, fail to complete tasks, or create poor user experiences that erode trust. Organizations shipping AI agents need robust tools to