How to Implement AI Root Cause Analysis in CI/CD
When a build fails, the tests are the easy part. Here's how to implement AI root cause analysis so engineers stop losing hours to logs and diffs.
Systems | Development | Analytics | API | Testing
Modern Software Development For Today's Systems & Applications
Sovereign by Design: Why AI Turns Data Sovereignty From Principle Into Foundation
Sovereignty is no longer a compliance debate. It is the operating condition for running data and AI in production. 89% of organizations in our 2026 survey of 320 enterprises rate data sovereignty as very or rather important. Only 38% have governance mature enough to survive a real AI production incident. That is the gap. It sits exactly where data and AI architecture meet enterprise control, and it is the central tension of the year.
SmartBear BearQ wins 2026 CRN Tech Innovator award
SmartBear BearQ, an agentic QA system, has won a 2026 CRN Tech Innovator Award. CRN, a brand of The Channel Company, named BearQ a winner in the Application Development and DevOps category, calling it out among the most innovative technologies shaping the IT channel this year. AI has changed how fast software gets built, but for many organizations, testing hasn’t kept pace.
Android App Crashes: Causes, Diagnosis, and Fixes
Android app crashes are a nightmare for developers. But they rarely come out of the blue. Most crashes stem from structural causes like leaky memory or sloppy resource management, and most failures will have a root cause that surfaces in either logcat or the stack trace. This post will give you a true Android crash course, showing you the tell-tale signs and the tried-and-tested fixes that work across devices, territories and app utilities.
How to Do Organic Social Media Reporting Across Every Platform Without Blending Vanity Metrics
Organic social reporting collapses into vanity metrics whenever the reporter runs out of time to dive deeper, which is most of the time. Follower counts get compared because they’re comparable at a glance. Engagement rates get quoted because they sound comparable, even though each platform calculates them differently.
Mobile test recording just got a lot less painful (Studio 11.4) #Katalon #MobileTesting #QA
Mobile Recorder Interactive Mode is now official in Katalon Studio 11.4. Interact directly on the device view and Studio reflects exactly what you're doing. Select an object in Device View, and your test steps follow that selection automatically. We've also improved the action flow so common recorder tasks feel more natural inside your session. Less guesswork. Faster mobile testing. Tell us in the comments which feature you want covered in next month's update.
AI-generated API tests in Katalon Studio 11.4 #Katalon #APITesting #TestAutomation #OpenAPI #QA
Katalon Studio 11.4 can now generate API test cases with AI. Import your OpenAPI specification and Studio automatically creates the Web Service requests in an API Collection. From there, generate tests and save them straight into your project. The AI doesn't just show you a preview. You get real test cases covering positive flows, boundary values, NULL values and empty strings, ready to run and build on like any other test case in your project.
Data streaming engineers are critical to faster AI adoption, say UK business leaders
New research shows UK executives see data streaming engineers as essential to quicker AI adoption and confident decision-making.
Jedify CEO On Building Enterprise AI That Understands Your Business
Assaf Henkin, Co-Founder and CEO of Jedify, joins the Snowflake Summit 2026 News Desk to discuss how enterprises can build AI applications that truly understand their business context. Drawing from 15 years of experience building open source intelligence platforms, Henkin shares insights on balancing innovation with operations, staying true to founding principles while adapting to market changes, and how Snowflake's AI Data Cloud is enabling Jedify to reach new heights in the agentic AI era. Learn what's driving enterprise AI adoption and what founders should focus on for the back half of 2026.
Putting AI Into a Process: Jake Rank, VP of Product at Appian
"To get real value from AI at scale, you need to put AI in a process," explains Jake Rank, VP of Product at Appian. That's how leading organizations move beyond AI experimentation to automate work, improve efficiency, and deliver measurable business outcomes.