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

DLP, Traffic Replay, and the Missing Link to Software Quality

Feb 12, 2026 By Matthew LeRay In Speedscale

In Part 1 and Part 2 we explored why testing modern software is so difficult. Production data is the most valuable input for testing, but it’s locked away because it contains PII and sensitive context. Traditional Synthetic Data Generation (SDG) was built for batch databases, not streaming systems. And AI coding agents amplify every weakness in existing test strategies because they need current, realistic data or they generate buggy code based on outdated assumptions.

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Follow-the-sun and other on-call models

Feb 12, 2026 By Sreekar In Spike

Most teams run on-call using rotation-based schedules where responsibility shifts every few days or weeks. But some situations call for different models that change who responds based on time zones, expertise, or the type of incident that triggers. This guide walks you through six on-call models that work outside the standard rotation patterns.

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6 Underused Git Commands That Save Time

Feb 12, 2026 By GitKraken In GitKraken

Git is full of underused powers that most developers never discover. In this GitKon 2025 session, GitKraken Senior Product Manager Jonathan Silva reveals 6 lesser-known Git commands that solve real workflow pain points, from recovering lost commits to managing stashes strategically. Learn how to undo commits without losing work, recover deleted branches with git reflog, cherry-pick without immediate commits, target specific stashes, see contributor breakdowns, and more. Jonathan also demonstrates how GitKraken Desktop makes these workflows visual and intuitive.

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It's Over, ITSM AI

Feb 12, 2026 By Resolve In Resolve

Resolve just dropped a new single: “It’s Over, ITSM AI.” Fast. Loud. Early-2000s pop punk energy. Total breakup anthem. For everyone done with endless tickets and empty AI promises… Autonomous resolution has entered the chat. Watch the video. Press play. Break up with bad ITSM AI.

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Introducing the CertKit Agent

Feb 12, 2026 By Todd H. Gardner In CertKit

Getting a certificate is the easy part. Getting it onto every server that needs it, in the right format, with the right permissions, and restarting the right services? That’s the part where things fall apart. The CertKit Agent closes that gap, just released from our product roadmap.

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How to Generate a New Puppet Module with VS Code and GitHub Copilot

Feb 12, 2026 By Perforce Puppet In Puppet

Revolutionize your infrastructure by leveraging AI tooling in the Puppet ecosystem. In this technical demonstration, we explore how to significantly reduce the time required to create new Puppet modules using Visual Studio Code, GitHub Copilot, and the Puppet Model Context Protocol (MCP) server.

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Integrating DCIM and ServiceNow: 4 Customer Success Stories

Feb 12, 2026 By Sunbird In Sunbird

Managing assets, tickets, and workflows across multiple data center sites can be complex and time-consuming. When IT service management (ITSM) and DCIM tools operate in separate silos, teams often face incomplete information, duplicated effort, and limited visibility into the physical infrastructure. Integrating Data Center Infrastructure Management (DCIM) software with ITSM platforms like ServiceNow ensures that asset, configuration, and ticket data remain aligned across systems.

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Rollback vs Roll Forward in Databases

Feb 12, 2026 By Redgate Software In Redgate

Rollbacks act as an ‘undo’ for databases, but why are they important, what happens if you can’t roll back, and how do you prevent even needing to in the first place? Steve, Kellyn, Grant & Pat try to answer these questions – and more. Recorded on-site at Redgate HQ in Cambridge, UK.

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What Are the Benefits of Integrating DCIM with Your Existing Tools?

Feb 12, 2026 By Sunbird In Sunbird

Modern data centers rely on a growing number of specialized tools—CMDBs, ITSM platforms, network and server management systems, virtualization platforms, and more. Each solves a specific operational problem, but when these systems operate in isolation, teams face inconsistent data, manual updates, and slower decision-making. Integrating Data Center Infrastructure Management (DCIM) software with your existing tools solves these challenges by consolidating information into a single pane of glass.

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Surging AI Costs Are Eroding Business Efficiency: New CloudZero Report

Feb 12, 2026 By Michelle Dufty In CloudZero

What do 475 senior leaders across software, financial services, cybersecurity, and other industries all have in common? They have little to no idea whether their AI investments are paying off. CloudZero just released FinOps in the AI Era: A Critical Recalibration, a report assessing the state of cloud and AI spending. Culled from hundreds of responses from people directly accountable for cloud spending, the report shows that while FinOps maturity is accelerating, cloud efficiency is plummeting.

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