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AI-Driven Automated Testing for Oracle Applications

AI-Driven Automated Testing for Oracle Applications

Feb 20, 2026 By OpsMatters In OpsMatters
As enterprises continue to change rapidly, businesses depend on Oracle-based ecosystems to track their finances, supply chains, HR, and customer operations. With the increase of digital transformation in companies, these environments continue to become more complex. As a result, manual testing is no longer enough for maintaining pace with ongoing updates, integrations and customizations that occur within an organization's systems. This is where AI-powered automated testing for Oracle applications revolutionizes how quality assurance is approached.
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cloudzero

CloudZero's FinOps Cost-Per-Unit Glossary

Feb 19, 2026 By Lyne Carolyne In CloudZero
This glossary is a bookmarkable reference for cost-per-unit metrics in FinOps unit economics. It’s designed for engineering, finance, and FinOps teams that need a shared language for understanding how cloud costs behave as usage, customers, and products scale. The terms are organized by category and include real-world context.
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harness

Open Source Liquibase MongoDB Native Executor by Harness | Harness Blog

Feb 19, 2026 By Animesh Pathak In Harness
Harness is strengthening the open Liquibase ecosystem by introducing a native MongoDB executor that removes long-standing limitations for Community Edition users. It enables teams to run MongoDB scripts, generate changelogs, and integrate database workflows into CI/CD without relying on paid extensions. The initiative reinforces open collaboration while making MongoDB-based database DevOps more accessible, consistent, and production-ready.
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haproxy

Don't Panic: A Low-Risk Strategy for Ingress NGINX Retirement

Feb 19, 2026 By Jakub Suchy In HAProxy
The Ingress NGINX project is winding down. For many organizations, this means planning a migration for critical infrastructure. While the HAProxy Kubernetes Ingress Controller is the natural successor for these workloads, a "rip and replace" strategy isn’t always viable. You might have complex configurations, customized annotations, or deployment freezes that make a sudden switch risky. There's a lower-risk path: Place HAProxy in front of your existing Ingress NGINX deployment.
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AI Merge Conflict Resolution + Commit Messages in GitKraken Desktop

Feb 19, 2026 By GitKraken In GitKraken
AI-assisted merge conflict resolution is changing how developers handle Git workflows. Watch GitKraken Ambassador Kevin Bost demonstrate AI-powered features that eliminate merge conflict dread, clean up messy commit history, and generate contextual commit messages in seconds.
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circleci

Simultaneous multi-cloud deployment to AWS and GCP with CircleCI

Feb 19, 2026 By Olususi Oluyemi In CircleCI
AWS recently experienced a significant outage. The outage took down major services, including parts of McDonald’s mobile ordering system, some Netflix features, and many other applications that relied solely on AWS infrastructure. This event perfectly illustrates why relying on just one cloud platform can be risky.
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ribbon

Self-Driving Data Highways: Realizing the Strategic Advantages of Autonomous IP Optical Networks at OFC26

Feb 19, 2026 By Mitch Simcoe In Ribbon
In the telecom industry, leaders are under pressure to deliver more—more capacity, more agility, more reliability—while managing rising complexity with fewer resources. The network is the circulatory system of the modern telco, yet it’s still often operated like a patchwork of manual roads, each requiring constant human intervention. This model worked when traffic was predictable and growth was linear.
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jfrog

The Need for Clean in the AI Era

Feb 19, 2026 By Sean Pratt In JFrog
In the AI era, software and new models are being born at a breakneck pace—but they’re also bringing a lot of “baggage” into the world. While AI coding agents are busy accelerating innovation, they’re also excellent at generating a massive byproduct: “digital dust.” Between obsolete releases, orphaned dependencies, and massive model versions, your repository may soon start to look more like a digital junk drawer than a streamlined machine.
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