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The latest News and Information on DevOps, CI/CD, Automation and related technologies.

last9

Why High-Cardinality Metrics Break Everything

Dec 31, 2025 By Prathamesh Sonpatki In Last9
High-cardinality metrics are one of those ideas that sound obviously right - until you try to use them in production. In theory, they promise precision. Instead of averages and rollups, you get specificity: per-request, per-userid, per-container, per-feature insights. The kind of detail we all immediately want when something is on fire. And then things start breaking. Not immediately. Not loudly.But quietly.
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HAProxy's Year in Review #happynewyear #haproxy

Dec 31, 2025 By HAProxy Technologies In HAProxy
Looking back at 2025, we can’t help but smile. More than just breakthrough technology, this year was defined by incredible collaboration. From the energy at our biggest HAProxyConf ever to the daily feedback that keeps us sharp, your engagement drives every innovation. We tackled some heavy lifting this year, but seeing how those solutions are already making a real difference for your infrastructure made it all worthwhile.
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cloudzero

Amazon ECR Unpacked: How It Works And Why It Matters

Dec 31, 2025 By Lyne Carolyne In CloudZero
If you are running containers on AWS, you need a secure place to store and share your images. Amazon ECR offers a managed registry that handles image storage, scanning, permissions, and versioning without extra configurations. In this guide, you’ll learn what Amazon ECR is, how it works, its features, real-world benefits, and pricing. We will also introduce you to a cost intelligence approach to keeping ECR costs under control.
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cloudzero

10 Top Engineering Metrics For Measuring Software Engineering Success In 2026

Dec 30, 2025 By CloudZero In CloudZero
Software engineers use engineering performance metrics to make informed decisions about their products, features, processes, and even their dev teams. In addition, measuring lets you know if you’re on track to meet your engineering goals. With so many tasks, data, and other information to monitor, how do you choose the right metrics to track? We’ll share that and more in this guide.
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resolve

How AIOps Automation Will Redefine Enterprise IT in 2026

Dec 30, 2025 By Sean Heuer In Resolve
AIOps automation refers to the systems and intelligence that not only detect anomalies and correlate signals but also act. It closes the gap between “something looks off” and “it’s already been resolved.” Traditional AIOps focused on insight, but AIOps automation focuses on outcomes. It connects detection, decisioning, and execution into a unified operational flow.
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harness

Harness Dynamic Pipelines: Complete Adaptability, Rock Solid Governance

Dec 30, 2025 By Eric Minick In Harness
Harness Dynamic Pipelines offers an option to create pipelines, or pipeline stages, at runtime For a long time, CI/CD has been “configuration as code.” You define a pipeline, commit the YAML, sync it to your CI/CD platform, and run it. That pattern works really well for workflows that are mostly stable. But what happens when the workflow can’t be stable? In all of those cases, forcing teams to pre-save a pipeline definition, either in the UI or in a repo, turns into a bottleneck.
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Resolve's Agents of IT podcast - Ep. 9 - Sean and Ari's Hot Takes 5 #aiautomation #itautomation

Dec 30, 2025 By Resolve In Resolve
In this episode of Agents of IT, Sean Heuer, Resolve CCO, and Ari Stowe, Resolve COO, look back on 2025 and share their unfiltered hot takes on what really defined the year in IT. Yes, AI dominated every keynote and conference slide. But they dig deeper into what actually changed inside organizations. As more departments leaned on technology in new ways, IT teams faced a sharp increase in complexity, tooling sprawl, and operational pressure. The conversation explores how this shift reshaped IT’s role, stretched existing models, and set the stage for what comes next.
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speedscale

Essential KPIs for Software Development: Measure Success Effectively

Dec 29, 2025 By Nate Lee In Speedscale
In almost all industries, a standard set of KPIs helps to guide teams on whether they are doing the right things in the right ways, with the right outcomes. In software development, this has evolved significantly with industry-standard frameworks like DORA metrics (DevOps Research and Assessment), which have been validated across thousands of organizations worldwide. Some development frameworks, such as Agile, have some KPIs baked directly into them.
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