Category: technology
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Gemini 2.5 Pro vs OpenAI o1: Benchmarking AI Models for Software Testing
This benchmark report provides a side-by-side comparison of Google’s Gemini 2.5 Pro and OpenAI’s o1 models in AI-driven software testing. Across both unit test generation (UTG) and API test generation (ATG), Gemini 2.5 Pro demonstrated clear superiority in key areas . In summary, Gemini 2.5 Pro outperformed OpenAI o1 by: Producing deeper and more robust…
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Building a CLI Tool in Go with Cobra and Viper
"The elegance of the command line lies in its ability to combine simple tools to accomplish complex tasks effortlessly." – Co-author of Unix Go, with its simplicity and strong concurrency model, is a popular choice for building CLI tools. Cobra and Viper are two powerful libraries in Go for building command-line interfaces and managing configuration,…
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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…
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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…
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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…
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Capturing Multiple Requests on the Same Connection with eBPF
To incorporate the keywords like "HTTP 403," "HTTP error 503," "the service is unavailable," and "monitor Google Cloud API traffic" into the blog, I would recommend integrating them naturally into the content. Additionally, for internal linking from Keploy.io’s website blogs, here’s a possible update to your blog, integrating the mentioned keywords and linking: Why Capturing…
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Protocol Parsing Guide: From Packets to Structured Data
In this blog, I’ll walk you through the essential steps and guidance for parsing network protocols. We’ll assume that you’re already running a Layer 4 (L4) proxy to capture packets into a buffer, and you have both the client and destination connection objects readily available. This guide will focus on helping you convert raw network…
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Shifting Gears: Why GraphQL is Turbocharging APIs
The API landscape is constantly evolving, and developers like us crave tools that streamline data fetching and boost performance. For years, REST reigned supreme, but a challenger has emerged – GraphQL. So, is GraphQL truly a "better version" of REST? Let’s explore this question through code and performance comparisons. Keploy.io: The Sidekick for Your API…
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Streamlining Deployments: How to Master GitOps with FluxCD
Kubernetes (or K8s) is inherently complex, making it challenging to grasp and even harder to implement in deployments—especially for developers new to the technology.In addition to that, managing code changes in a Kubernetes cluster can be complex, especially when multiple applications are involved, as keeping track of changes, versions, and dependencies can be challenging, leading…
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Mastering NYC: Enhance JavaScript & TypeScript Test Coverage
NYC, often referred to as Istanbul’s command-line interface (CLI), is a powerful code coverage tool designed specifically for JavaScript testing. It works seamlessly with testing frameworks like Mocha, Jest, and Ava, making it an invaluable resource for developers looking to measure and improve the coverage of their tests. NYC not only tracks how much of…