Systems | Development | Analytics | API | Testing

Why Control Is Your New Competitive Advantage In The Age of AI | Perforce 2026

When AI Starts Shipping Code: Why Control Is Your New Competitive Advantage AI systems are already generating code, creating tests, and orchestrating infrastructure changes across enterprise software delivery. But faster execution without control creates a new kind of risk. In this webinar, Perforce CTO leaders explore why uncontrolled AI execution is emerging as one of the biggest operational risks in modern software delivery — and what leading enterprises are doing about it.

How We Used Agentic AI to Fix Kong Gateway's Flakiest Tests

Each change to Kong Gateway's codebase triggers a comprehensive test suite that runs more than 17,000 * 2 = 34,000 test cases among the two primary architectures (x86 and ARM) we support. This process takes about 23.5 hours on a single machine. But we don't wait that long. A large fleet of machines runs the suite in parallel, and we shard the work aggressively so each commit finishes in a fraction of that time. That setup works well, right up until flaky tests get involved.

Best Mobile Crash Reporting Tools in 2026 (Free & Paid)

Mobile crash reporting tools don’t just tell us when our app’s broken down. They help us pick up the pieces and build better next time. As such they play a vital role in our quest to deliver excellent user experience, so it’s important we choose the right tool for our team, users and operating systems. In this guide, we’ll compare the best mobile crash reporting tools in 2026, including Android-focused and cross-platform solutions.

Levels Of Software Testing: A Complete Guide With Examples (2026)

A developer writes a function. That function gets wired into a module. The module joins the rest of the application. And at some point, someone outside engineering has to decide whether the whole thing is actually good enough to ship. Four different moments, four different kinds of testing, that’s the whole idea behind levels of software testing.

Introducing Centerprise AI: The Agentic Evolution of Data Integration & Management

Astera today announced the launch of Centerprise AI, the agentic evolution of its enterprise data management platform. Centerprise AI embeds proprietary agentic harness across the full data management stack, enabling data teams to design, test, and deploy their data assets, warehouses, pipelines, data models, and analytics in a single platform.

Why Don't Data Leaders Trust AI? And Other Insights From Our 2026 AI Survey

Ever since AI-driven analytics burst onto the scene, product leaders have been racing to adopt it. Promoted as a way to stay ahead of the curve, AI analytics bring the promise of streamlined processes, personalized recommendations, and a more efficient user experience. But AI advancements aren’t without pitfalls, chief among them inaccuracies caused by AI hallucinations and pilot projects not making it to production.