Explore foundational guides unlocking key industry concepts and technologies.
Your dashboards scream 99.9% uptime. Latency stays well under 200ms. Error rates dwell at zero. These operational metrics look perfectly all right. Yet customer complaints continue to hit all-time highs. Your AI assistant prescribes incorrect medical dosages. Your cloud bill tripled overnight.…
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…
API endpoints are like the doors to a web service. Through these endpoints, we can enter and talk to a web service and be shown where and how we can gain access to whatever it is the server has. This process allows separate pieces of software to swap information in a controlled way. Understanding…
AI governance establishes the principles, roles, processes, and controls for responsible AI deployment. It transforms abstract ethics into concrete practices. Think of AI governance as a rulebook for how to use AI in a secure, ethical, observable, moderated, and auditable fashion. It’s a…
Apache Kafka is a distributed, fault-tolerant, high-throughput event-streaming platform. LinkedIn originally developed it to handle massive data pipelines. The Apache Software Foundation now maintains this open-source project. Kafka implements a distributed commit log at its core. Think of an…
The Gateway Evolution An unoptimized AI inference endpoint can burn through thousands of dollars in minutes. This isn't hyperbole. It's the new reality of artificial intelligence operations. When GPT-4 processes thousands of tokens per request, traditional infrastructure crumbles. The demands are…
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…
Defining AIOps: Your AI-Powered Operations Assistant Enter AIOps—Artificial Intelligence for IT Operations—your new secret weapon in the battle against IT chaos. But what exactly is AIOps? At its core, AIOps is the application of artificial intelligence and machine learning technologies to…
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…
Imagine you've built a sophisticated smart house, controlling everything from lights to the espresso machine with just a smartphone tap. Now picture a hacker hijacking your system, turning your morning latte into a high-tech security breach. This collision of connectivity and vulnerability…
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. However, in this mad dash, there remains confusion around MCP and what…
As cybersecurity takes the main stage, organizations face a significant challenge: how do you strike a balance between maintaining a high level of security and ensuring employees have enough data access to perform their jobs properly? Role-based access control (RBAC) is a solution that can support…
When was the last time your AI assistant confused a memo from the CEO with 'Game of Thrones' plot lines? Have you ever asked a chatbot a question, only to receive an answer that was not only wrong but hilariously outdated? Imagine asking about the latest iPhone model and getting a response…
If you take a step back and think about today’s software development landscape, you could argue that documentation is just as important as the code itself. That’s because traditional documentation workflows — where documentation is manually updated, stored separately from code, and thus often falls…
A RESTful API is a type of application programming interface that follows the guidelines of Representational State Transfer (REST). Its goal is to present data models and functions in a clear and standard format. RESTful APIs use common web technologies. This helps them work smoothly across…
APIs, or application programming interfaces, are sets of functions and procedures that serve as bridges between applications, dictating how services interact within an ecosystem. They specify accepted requests and their formats, enabling seamless data and functionality exchange between software…
Secure your AI infrastructure with prompt guards, PII sanitization, and centralized governance. Control LLM costs with token-based rate limiting and semantic routing across providers.