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The latest posts and insights about Ambassador - our products, our ecosystem, as well as voices from across our community.

GraphQL vs REST

API Development

GraphQL vs REST: A Technical Deep Dive into API Design

API architecture is a design framework that determines how an API is structured and built. It is the blueprint that defines how requests are made, data is exchanged, and functionality is delivered. Among several API architectures, such as SOAP, gRPC, and others, REST and GraphQL are two of the most popular choices. The former uses an architectural style similar to that of the web, while the latter is a query language for APIs. This article will break down both architectural styles and provide a technical comparison between them. Additionally, it'll go over how API security works in GraphQL vs REST and provide clarity on when best to use either of them.

 Prince is a technical writer and DevOps engineer who believes in the power of showing up. He is passionate about helping others learn and grow through writing and coding.
March 31, 2025 | 17 min read
API Testing in Kubernetes

API Development

API Testing in Kubernetes: Ensure Stability Across Environments

Ensuring the reliability and performance of APIs deployed on Kubernetes clusters is essential for API development. With applications increasingly relying on dynamic infrastructures and microservices, robust API testing has become a critical component of maintaining a healthy and efficient development lifecycle. Let’s dive into why API testing is crucial in Kubernetes-based applications, how to set up and run tests inside Kubernetes, and the best practices for ensuring seamless integration with your existing CI CD pipelines. Why API Testing Is Critical in Kubernetes-Based Applications

March 28, 2025 | 8 min read
Deploy an Application on AWS

API Development

How to Deploy an Application on AWS Using Kubernetes

Kubernetes has transformed the way modern applications are deployed, managed, and scaled. As more organizations adopt containerized applications, Kubernetes has evolved as the standard for orchestrating these containers, offering a powerful platform for automating deployment, scaling, and operations. When combined with Amazon Web Services (AWS), Kubernetes becomes even more powerful, leveraging AWS' scalable infrastructure and managed services to provide a seamless and quick deployment experience. AWS Elastic Kubernetes Service (EKS) simplifies Kubernetes deployment on AWS by managing the control plane, assuring high availability, and integrating smoothly with other AWS services such as IAM, CloudWatch, and Elastic Load Balancers. This guide, "Kubernetes Deployment Guide: Deploying an Application on AWS," explains how to install an application on Kubernetes with AWS EKS. Whether you're a developer, DevOps engineer, or IT professional, this guide will provide you with the knowledge and tools you need to successfully deploy and manage apps on an AWS Kubernetes cluster. Kubernetes Deployments Explained: What They Are and Why They Matter

March 27, 2025 | 31 min read
Kubernetes Pods

API Development

Mastering Kubernetes Pods: Configuration, Scaling, and Troubleshooting

At the heart of every Kubernetes cluster lies the essential component known as Kubernetes Pods. Kubernetes Pods serve as the smallest deployable unit within a Kubernetes cluster, encapsulating one or more containers and enabling these containers to seamlessly share resources, network, and storage. Understanding Kubernetes Pods deeply is fundamental for building efficient, secure, and scalable containerized applications. Let’s explore everything about Kubernetes Pods from architecture, resource management, scheduling, scaling, security, and observability knowledge for effectively managing container workloads. What are Kubernetes pods?

March 19, 2025 | 13 min read
AI for API Development

API Development

Using AI for API Development

Many modern applications depend on APIs. These apps use APIs to exchange data and connect to vital services and resources. Basically, without APIs, most software we rely on wouldn't work. Given the importance of APIs, it's no surprise that API development is a big deal. However, building APIs is a complex process. It involves designing, securing, and maintaining them. This process can be slow and has real limitations. But what if AI could change that? What if it made API development quicker and simpler? You've likely seen how AI can assist with coding. Well, AI for APIs goes even further. It can generate tests, suggest code, or even write it for you. For every bit of the API development process, there's a way to involve AI, and this can make a big difference.

 Prince is a technical writer and DevOps engineer who believes in the power of showing up. He is passionate about helping others learn and grow through writing and coding.
March 18, 2025 | 15 min read
AI Code Generator

API Development

AI Code Generator: Cutting Repetitive Coding in Half for Faster Development

Time is one of the most valuable resources for software development, yet it is often lost in repetitive setup tasks. Every developer feels the excitement of a new project—an idea full of potential, ready to be built. But before diving into meaningful code, developers are caught in a cycle of repetitive tasks: creating directories, installing dependencies, configuring environments, and rewriting familiar boilerplate. Instead of fueling innovation, these tedious steps slow developers down, making development feel more like a chore than a creative process. But what if you could cut these tasks in half? That's where AI-powered automation tools and AI code generator code come in. They revolutionize how developers write code by eliminating repetitive manual work, reducing human error, and freeing up time for more strategic tasks. Tools like Blackbird, CodePilot, and other AI-driven solutions help developers shift their focus from tedious configurations to creative problem-solving and innovation. In this article, we’ll explore how these tools work, why they’re game-changers, and how you can integrate them into your workflow to boost productivity and efficiency.

March 14, 2025 | 15 min read
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