Kuldeep Paul

Kuldeep Paul

Agentic AI | LLM | Product Management | Product Marketing | Data Science | SaaS

MCP RBAC: Tool-Level Permissions for Production AI Agents

MCP RBAC: Tool-Level Permissions for Production AI Agents

MCP RBAC enforces tool-level permissions for production AI agents. Learn how Bifrost's virtual keys and tool filtering deliver least-privilege access at scale. Production AI agents now connect to dozens of Model Context Protocol (MCP) servers exposing hundreds of tools, yet most setups still rely on a

Top 5 MCP Gateways in 2026

Top 5 MCP Gateways in 2026

Compare the top 5 MCP gateways in 2026 on performance, governance, security, and deployment flexibility for production AI agents. The top MCP gateways in 2026 share one job: route, govern, and audit every tool call between AI agents and the Model Context Protocol servers behind them. With MCP now the

Why Production MCP Deployments Need an MCP Gateway

Why Production MCP Deployments Need an MCP Gateway

An MCP gateway provides production teams with auth, cost governance, and tool access control. See why direct MCP integrations break at enterprise scale. Production MCP deployments fail in predictable ways. A team wires three Model Context Protocol servers into an agent during prototyping. It works. They add five more for

AI Governance for Enterprise LLM Deployments: A Complete Guide

AI Governance for Enterprise LLM Deployments: A Complete Guide

A complete guide to AI governance for enterprise LLM deployments, covering access control, cost management, and compliance enforced at the gateway layer. Enterprise teams running large language models in production face a governance gap that no policy document can close. AI governance for enterprise LLM deployments has shifted from voluntary

What is an AI Gateway? A Complete Architecture Guide for Enterprise AI

What is an AI Gateway? A Complete Architecture Guide for Enterprise AI

An AI gateway is the control plane for enterprise LLM traffic. Learn how AI gateway architecture handles routing, governance, caching, and observability at scale. Enterprise AI teams are no longer running a single model against a single provider. Production stacks now mix OpenAI, Anthropic, AWS Bedrock, Google Vertex, and open-

Top 5 Kong AI Gateway Alternatives in 2026

Top 5 Kong AI Gateway Alternatives in 2026

Compare the top 5 Kong AI Gateway alternatives in 2026 on performance, MCP support, governance, and deployment flexibility for production LLM workloads. Kong AI Gateway extends Kong's API management platform with AI-specific plugins, which appeals to teams already running Kong across their broader API estate. As production

Top 5 Tools for Building Resilient Enterprise LLM Infrastructure

Top 5 Tools for Building Resilient Enterprise LLM Infrastructure

Build resilient enterprise LLM infrastructure with the top 5 tools for AI gateways, evaluation, secrets, orchestration, and observability in production. Resilient enterprise LLM infrastructure has moved from a competitive advantage to a baseline operational requirement. Provider outages, 429 rate limit errors, runaway token spend, and silent agent regressions now define