Systems | Development | Analytics | API | Testing

Why Non-Code-Based Testing Must Become More Autonomous

As coding has become more autonomous, so has code-based testing. AI agents can now write functions, generate code-based tests, and validate logic in the same workflow. But the other half of the testing equation, the system-level validation of non-code-based testing, hasn’t kept up. That disconnect is becoming one of the most critical constraints in modern software delivery.

Building Ecosystems for Humans and Agents: The New Consumer of APIs

For years, APIs have been designed with one primary audience in mind: developers. The focus has been on making APIs discoverable, consistent, and easy for humans to consume. But in the AI era, a new audience has arrived: AI agents. As detailed in SmartBear’s newly published AI-Enabled API Lifecycle Report, this shift demands that organizations rethink how APIs are designed, tested, and managed to serve both human developers and intelligent systems effectively.

Retesting Explained: Definition, Steps, And Real-World Examples

After some testing and bug fixes, one common question always remains: how do teams make sure that those defects are truly resolved, and no new regressions creep in? That’s where retesting testing becomes vital. Retest testing forms a very important aspect of any QA cycle, ensuring that the reported defects are fixed and working correctly before the software moves to production. Without it, even simple patches can introduce silent issues into live environments.

Confluent expands Tableflow to power real-time analytics and AI across clouds

GA of Delta Lake and Databricks Unity Catalog integrations simplify how organisations turn streaming data into governed, analytics-ready tables. New enterprise features and Microsoft OneLake availability strengthen reliability, security, and multicloud flexibility.

How Test Automation Efficiency Improves QA

Test automation efficiency revolutionizes software quality assurance by transforming time-intensive manual processes into rapid, reliable, and repeatable testing cycles. The smartest QA teams recognize that automation isn't about replacing testers; it's about amplifying their impact and maximizing the value they deliver to the business.

An Introduction to Game Development with DragonRuby

The DragonRuby Game Toolkit is a powerful, cross-platform 2D game engine that allows you to create fun game titles while staying in your favorite developer-friendly language. What's not to love? In this post, we are going to cover the basics of game development with DragonRuby. We will use a "Flappy Bird" clone to explain the fundamental concepts. But before we get started, let's address two initial concerns you might have about DragonRuby right off the bat.

Bitrise wins big at DevOps Awards 2025

‍Bitrise, the leading mobile DevOps platform, took home two prestigious honors at the National DevOps Awards 2025, winning both Best DevOps Tool/Product of the Year and the top award of the night, Overall DevOps Winner. The judges recognised Bitrise for redefining developer experience through its mobile-first approach and for delivering measurable impact across speed, reliability, and developer productivity.

From APIs to AI Ecosystems: The Evolution of Enterprise Integration

Enterprise integration has shifted from simple data connections to AI-driven ecosystems that manage, analyze, and optimize workflows in real time. Here's what you need to know: APIs are the backbone of modern businesses, linking systems like CRMs, ERPs, and analytics tools. They eliminate manual data entry, reduce errors, and support microservices architectures. AI systems are the next step, addressing the complexity of managing hundreds of APIs.