# Vendor Lock-In in the Age of AI: Risks and How to Avoid Them
Vendor lock-in is one of the most underestimated risks in enterprise technology. It starts with convenience and ends with dependency. And as organizations accelerate AI adoption, the problem is getting worse. What used to be a cloud infrastructure concern now extends to LLM providers, agentic…
Kong
# What is AI Governance? 2026 Framework Guide
AI has moved from the pilot phase into production, where it approves loans, screens patients, and routes customer traffic in real time. That shift raises the stakes: a model that misbehaves is no longer a demo problem, it's a business risk. AI governance is the control layer that keeps those…
Kong
# What is an API Gateway?
APIs are the connective tissue of modern software and as the number and complexity of APIs grow, managing them efficiently becomes critical. That is where API gateways come in. An API gateway is the infrastructure layer that sits in front of your APIs to manage traffic, enforce security policies,…
Kong
# What is a MCP Gateway? The Missing Piece for Enterprise AI Infrastructure
AI agents are spreading across organizations rapidly. Each agent needs secure access to different Model Context Protocol (MCP) servers. Authentication becomes complex. Scaling creates bottlenecks. The dreaded "too many endpoints" problem emerges. You face a classic AI infrastructure headache. The…
Kong
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# What is an MCP Registry? The Centralized Directory for AI Agents
AI agents are only as capable as the tools they can reach. When an agent needs to query a database, file a support ticket, or pull data from a CRM, it has to find the right tool, authenticate, and invoke it — all at runtime. The Model Context Protocol (MCP) standardizes how agents communicate…
Kong
# What Is an MCP Server? Guide to the Model Context Protocol for Enterprise AI
Key takeaways - An MCP server is a lightweight process that exposes tools, resources, and prompts to AI applications over a standardized protocol. - It acts as the bridge between an LLM-powered client and an external system — a database, API, file system, or SaaS product. - The protocol…
Kong
# Open Banking: The Guide on APIs, Regulations, and the Future of Finance
The global financial services industry is undergoing a massive, API-driven revolution. With the global open banking market valued at $31.61 billion in 2024 and projected to grow to $135.17 billion by 2030, this shift is accelerating worldwide. This definitive guide explores the core APIs, the…
Kong
# AI Observability: Monitoring and Troubleshooting Your LLM Infrastructure
Your traditional monitoring dashboards may show perfect infrastructure health, but that doesn't guarantee your large language model (LLM) application is running correctly. AI observability is the crucial fourth pillar that adds behavioral telemetry to detect and troubleshoot unique issues like…
Kong
# Exploring API Endpoints in Depth
API endpoints process requests that power our digital world—from social feeds updating in real-time to enterprise systems syncing global inventories across continents. APIs comprise over 57% of Internet traffic, yet API endpoints often remain misunderstood. This leads to design inconsistencies,…
Kong
# What is Apache Kafka? Guide for Beginners
Apache Kafka powers real-time data at companies processing substantial event volumes daily. The new KRaft architecture makes getting started easier than ever. The platform handles massive data flows for more than 80% of Fortune 100 companies ( Apache Kafka ), according to the Apache Software…
Kong
# API Gateway vs. AI Gateway
Traditional API Gateways: Excellent for routing, auth, and microservice traffic; poor at AI workloads. Limitations: Can't track tokens, manage streaming responses, enforce content-level security, or use semantic caching. AI Gateways Purpose-built for LLMs with: Architecture Recommendation: Layered…
Kong
# The Roadmap for Reducing Technical Debt in 2025
Technical debt is a sneaky hang-up that organizations and teams often ignore until it becomes unmanageable. It creeps in slowly, undermines your team’s productivity, and builds up until your product is hard to maintain and scale. Software systems and development cycles are increasingly being driven…
Kong
# What is AIOps? Transforming IT Operations with AI
Picture this: It's 3 AM, and your phone erupts with alerts. Within minutes, you're drowning in a tsunami of notifications—hundreds of them—while your company's critical services hang by a thread. Your monitoring dashboard looks like a Christmas tree gone wrong, every light blinking red, and you…
Kong
# Ultimate Guide: What are Microservices?
Ever wonder how Netflix streams to millions of users without crashing? Or how Amazon powers billions of transactions daily? The secret sauce behind these scalable, resilient behemoths is microservices architecture. If you're a developer or architect wading into the complex world of distributed…
Kong
# What is API Security?
APIs are the digital lifelines powering modern applications, microservices, IoT devices, and everything in between. They act as the universal translators of data, ferrying information between diverse software platforms. API security encompasses the technologies, practices, and protocols dedicated…
Kong
# What is MCP? Diving Deep into the Future of Remote AI Context
The hype for Anthropic’s Model Context Protocol (MCP) has reached a boiling point. Everyone ( including Kong ) is releasing something around MCP to ensure they aren't seen as falling behind in the ever-changing AI landscape. The hype for Anthropic’s Model Context Protocol (MCP) has reached a…
Michael Field
