Keploy Blog Website
-
Top 15 Software Development Tools in 2026 (Ranked & Reviewed)
Software development has never been more dynamic. With rising complexity, fast deployment cycles, and AI reshaping every stage of the lifecycle, developers now rely heavily on powerful software development tools to stay productive and ship faster. From writing and testing code to deploying and managing applications, the right tools can mean the difference between shipping…
-
Top AI Tools and Libraries for Java Developers in 2025
AI tools and libraries for Java developers bring machine learning and AI-assisted coding into the Java ecosystem. Coding assistants like GitHub Copilot and Tabnine speed development, while libraries such as Deeplearning4j, Tribuo, DJL, and Apache OpenNLP let developers build and run ML models directly in Java applications. AI is becoming a crucial part of how…
-
A Technical Guide to Test Mock Data: Levels, Tools, and Best Practices
Mock data is the backbone of modern software development and testing. It allows developers to simulate real-world scenarios without relying on production data, ensuring security, efficiency, and reliability. Whether you’re testing APIs, building UIs, or stress-testing databases, mock data helps you isolate components, accelerate development, and catch bugs early. In this blog, we’ll cover: –…
-
Maintaining Auto-Generative API Tests: Need of de-duplicate tests
The Evolving Landscape of Auto-Generative Testing In today’s fast-paced development environment, automatically generating tests has become a necessity. Tools leveraging AI, manual interventions, and live environment captures facilitate this process. For instance, k6 focuses on load testing, generating automated tests with minimal maintenance. On the other hand, AI generative tools like GitHub Copilot, Bard, and…
-
Integration of E2E Testing in a CI/CD Pipeline
E2E Testing E2E Testing is a method to test a software from the consumer’s perspective. It involves simulating real scenarios, including user interfaces, backend testing. The purpose of E2E testing is to validate the application’s overall behavior, including its functionality, reliability, performance, and security. E2E Testing helps in identifying issues when one or more components…
-
Best AI Coding Assistant for Beginners and Experts
In today’s rapidly evolving tech world, coding isn’t just about writing lines of code — it’s about crafting them smarter, faster, and with greater precision. This is where AI coding assistants come in: intelligent tools designed to streamline development workflows, catch errors early, suggest enhancements, and even generate complete blocks of code, empowering developers to…
-
Tracking Multiple Requests Over a Single Connection with eBPF
Why capturing HTTP Traffic is Crucial for Network Security? Capturing HTTP traffic is like having a digital security camera at your network’s entrance, and it’s essential for keeping your network safe. This ‘camera’ helps you monitor who’s accessing your online space, allowing you to detect and prevent potential security threats, such as cyberattacks and unauthorized…
-
How to Run Pytest Program?
When you’re building something in Python—whether it’s a personal project, an API, or a startup idea—one thing is certain: bugs happen. And while debugging can be fun (sometimes), wouldn’t it be better to catch issues before they cause problems? That’s where testing comes in. In today’s blog, we’ll explore how to test and run your…
-
What is the difference between pytest and unittest
When it comes to testing in Python, two popular frameworks often come into play: unittest vs pytest. Choosing the right one can make a big difference in how you write, run, and maintain your tests. In this blog, we’ll explore what sets these two apart and help you understand which one might be better suited…
-
What is Unit Testing?
Unit testing is a software testing method that verifies individual units of code, typically functions or methods, in isolation to confirm each behaves as expected. Written and run by developers and usually automated with frameworks like JUnit or pytest, unit tests catch bugs early and make code safer to refactor and maintain. Introduction Jacob Kaplan-Moss,…
