Systems | Development | Analytics | API | Testing

speedscale

Your AI agent is fixing the wrong service

Jun 1, 2026 By Ken Ahrens In Speedscale
Everyone wants an AI agent factory in 2026. Autonomous agents fixing bugs and shipping features while you sleep. I’ve been building toward that myself. But the error rates don’t support the fantasy. The best AI coding agents in the world fix about 50% of real bugs on SWE-bench verified. Half the time they fail. And AI-generated code produces 1.7x more issues than human-written code.
Read Post
speedscale

The Kubeshark Workflow That Doesn't Stop at the Dashboard

May 27, 2026 By Matthew LeRay In Speedscale
The Observability Gap shows up the moment you try to reproduce a production bug locally. Your traces tell you a request was slow. Your logs tell you which line printed. Neither tells you what was actually on the wire: the headers, the JSON body, the surprise field your client started sending last Tuesday. Until now, closing that gap meant SSHing to a node, attaching a debugger, or shipping a sidecar through change review.
Read Post

AI for DevOps: Fueling Innovation at Scale | Full DBTA Webinar

May 27, 2026 By Perforce In Perforce
AI innovation moves fast, but without compliant data access, even the best ML, AI, and analytics initiatives can stall. In this webinar roundtable, experts from Perforce Delphix, 3T Software Labs, and Redgate explore how organizations can accelerate AI delivery without compromising data privacy, security, or compliance. You’ll hear practical insights and real-world examples on how to remove one of the biggest bottlenecks in modern software and data workflows: access to safe, usable, production-like data.
View Video

Instant Java Client SDK, no spec required!

May 26, 2026 By Speedscale In Speedscale
Learn how to generate a client SDK for a production service when you have no documentation, no OpenAPI spec, and no remaining team knowledge of the original Ruby code. This demo shows you how to capture real production data from a running app and transform it into a functional Java client library in minutes. Visit proxymock.io OR speedscale.com to learn more.
View Video
Codemagic

Stop building your modular mobile app the slow way

May 22, 2026 By Codemagic In Codemagic
Your CI pipeline worked fine when the app was young. Then the app grew. Features got split into modules. Teams formed around those modules. And somewhere along the way, what used to be a 4-minute build became a 25-minute one. Then 35. Now nobody pushes to main before lunch because the queue is already backed up. If this sounds familiar, you are not alone. According to Google’s 2024 Developer Survey, 83% of Android apps over 500,000 lines of code struggle with build performance.
Read Post
Codemagic

React Native OTA Updates: What You Can (and Can't) Deploy Over the Air

May 21, 2026 By Codemagic In Codemagic
Over-the-air (OTA) updates are one of the most powerful tools available to React Native teams. The ability to push changes directly to users’ devices without App Store review, without Google Play approval, without any action required from the user, meaningfully changes how fast a team can respond to bugs and iterate on their product. But OTA updates operate within clear boundaries. Misunderstanding those boundaries leads to two distinct problems.
Read Post

Data: The Key to Driving DevOps Business Success | Full IDC Webcast

May 20, 2026 By Perforce In Perforce
More than 70% of organizations say DevOps strategy is a high or extremely high driver of business value. If you’re still struggling to reap such benefits and scale across the full application portfolio, this webinar will show you what leading teams are doing to close the gap.
View Video

Copyright © 2026 OpsMatters™. All rights reserved.