Systems | Development | Analytics | API | Testing

MCP is a new way to integrate LLMs and AI agents with third-party data sources and APIs. It significantly improves how we build tool integrations by eliminating duplicated code and providing a centralized interface for multiple agents to access shared tools. Today, we’re excited to announce the release of Kong’s MCP Server for the Kong Konnect platform. This empowers customers to integrate AI agents and query LLMs to discover APIs, services, and traffic analytics in real time.

Generally, in today’s fast-moving development cycle, software reliability and system performance rely on successful code testing. Programmers depend on code tester tools to accomplish pre-deployment code debugging, validation, and optimization. The correct selection of code testing tools brings substantial workflow improvements to developers working with web development, software engineering, or mobile applications.

Looking to secure your APIs? Understanding the difference between IP whitelisting and blacklisting is key. To maximize security, consider combining both methods: whitelist trusted IPs and blacklist known threats. Pair these with additional measures like API keys, role-based access, and rate limiting for a robust defense.

Today, we're pleased to announce Kong Gateway 3.10, our next Long-Term Support (LTS) version. This LTS version will be supported until March 2028, up to three years from the release date. Please check our documentation here for more details on Kong’s support policy. Highlights of this release include: To find out more, keep reading!

In the rapidly evolving landscape of artificial intelligence, OpenAI’s GPT-O3 Mini has emerged as a groundbreaking solution that combines impressive capabilities with unprecedented accessibility. This compact yet powerful AI model is reshaping how businesses and individuals interact with artificial intelligence technology. Let’s explore what makes the GPT-O3 Mini stand out and why it’s becoming an essential tool across various industries.

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 entities. Common services accessible via APIs include geolocation data, weather updates, financial information, and authentication services through platforms like Google or Facebook.

We’re excited to share that self-serviceable continuous deployment (CD) pipelines are now generally available in Choreo. This feature builds on Choreo’s multi-environment, multi-cluster capabilities and gives platform teams even greater control over deployment workflows.

Rate limiting ensures fair API usage, protects system performance, and prevents resource overload in multi-tenant environments. Here's what you need to know: Pro Tip: Use tools like DreamFactory for built-in rate limiting and traffic management. It simplifies tenant isolation, dynamic adjustments, and monitoring. Rate limiting is essential for fair, secure, and reliable API performance in multi-tenant systems. Dive into the full article for detailed strategies and examples.

Have you ever released a feature only to see it break spectacularly in production? If you’re a developer or an SDET (Software Development Engineer in Test), you’ve likely been there. That’s where Alpha and Beta Testing come in – your last line of defense before your users turn into bug reporters! But what exactly are Alpha and Beta tests? How do they differ? And why should you, as a developer or SDET, care about them?