Demystifying API Data Fetching: My Journey with Postman, Endpoints, Rate Limits, and Pagination

As a Business Analyst, understanding technical concepts can significantly enhance your ability to bridge the gap between business needs and IT solutions. APIs (Application Programming Interfaces) are a prime example. They play a crucial role in enabling different software systems to communicate, making them fundamental for integrating applications and automating workflows. Recently, I explored how to fetch […]

REST API design and development

What is API? API stands for Application Programming Interface. If any software with a distinct function can be referred to as an application, the interface acts like a contract of service between two applications. There are requests and responses that are used to communicate. By using the API documentation, everyone can gain insights into how […]

A Comprehensive Guide to API Testing: Ensuring Reliability and Performance in Your Integrations

In today’s interconnected digital world, APIs (Application Programming Interfaces) play a crucial role in enabling communication between different software systems. They allow diverse applications to interact, share data, and work seamlessly together. Given their importance, ensuring the reliability and functionality of APIs is critical. This is where API testing comes in. This blog post delves […]

Building a state-of-the-art ML inference API endpoint

TL;DR: Machine Learning inferences take time, from a few seconds (X-to-text) to one minute (image-to-image). As a DevOps or MLOps engineer, you want to build a Model-as-a-Service (MaaS) that can scale up and down, be as cost effective as possible, and serve inference from API calls. If so, this article will describe the main components […]

Kubernetes Role-Based Access Control

In kubernetes, we can use Role-Based Access Control (RBAC) to restrict access to Kubernetes API resources within a Kubernetes cluster using rbac.authorization.k8s.io API. This API states four types of Kubernetes objects: Role, RoleBinding, ClusterRole, and ClusterRoleBinding. Role and ClusterRole Defines a set of allow permissions consisting of rules that indicate which actions are allowed to […]