Systems | Development | Analytics | API | Testing

Autonomous agents — AI-driven bots, virtual assistants, and task-specific automators — are quickly becoming part of everyday business operations. They promise speed, efficiency, and the ability to scale tasks across teams without human intervention. But there’s a new challenge emerging in this AI-driven workplace: AI agent sprawl.

Testing software applications has grown in complexity as development teams begin adopting agile methodologies and regularly practicing continuous integration. The management of test cases, defect tracking, and comprehensive test coverage now requires extensive test management practices, along with the appropriate toolset. Open source test management tools provide substantial value without the cost of licensing provided by commercial products.

When it comes to accessibility, there are a lot of vendors and each is unique and credible in its own way.

In the current ecosystem of web and mobile apps, APIs are the ‘glue’ that connects clients and servers. We find two key paradigms of APIs: REST vs GraphQL, which have emerged as the primary methods of communicating data between applications. Each has strengths and weaknesses, and that choice is significant, as each has dramatic implications for the performance, scalability, and flexibility of your applications.

When an automated test fails, the real work begins. You need to figure out what went wrong, where, and why. That’s where debugging in Selenium comes in. Whether you're dealing with a flaky test, a missing element, or a silent script timeout, debugging helps uncover the root cause. It’s not just a technical step. It’s a habit that shapes better test design and builds trust in your automation suite. Depending on how your tests are set up, there are many ways to debug them effectively.

Page titles may look simple, but they play a powerful role in UI testing. Every time you land on a web page, the browser title tells you where you are. That same logic applies to automation. With Selenium WebDriver, you can get the page title to confirm if your test is on the right screen. If you're trying to validate navigation, this ability to get title in Selenium helps confirm that the application behaves as expected. In this article, we’ll walk you through: Let’s get started.

AI agents aren’t futuristic abstractions. They’re focused, assistive tools that can plug into your existing test lifecycle today. From summarizing logs to drafting test cases and clustering defects, these agents reduce repetitive tasks without replacing your team. They're scoped, auditable, and easy to start small with, making them ideal for enterprise environments. The key is to treat agents as collaborators that accelerate insight, not as autonomous systems.

It’s 2025, and fraudsters are no longer following yesterday’s rules. We’re seeing crypto scams, AI-driven phishing, and deepfake impersonations, making old-school manual detection look almost quaint. Let’s get real: financial crime is booming, and fast. Globally, fraud scams and bank schemes cost $485.6 billion in 2023 alone. In the U.S., consumers reported losing $12.5 billion to fraud in 2024, a 25% spike from 2023 (Federal Trade Commission).