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Turning Data Into Decisions with the xMatters Incident AI Agent

Feb 12, 2026 By Jon Skog In xMatters

When an incident hits, the gap between awareness and action can make all the difference. Responders know the pain: endless tool-switching, chasing updates, and fragmented data. It’s not a lack of capability that slows response; it’s the lack of context and connection. That’s why we built the xMatters Incident AI Agent, a purpose-built, conversational assistant that brings intelligence and automation directly into the heart of incident response.

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xMatters

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Troubleshooting & RCA with Olly

Feb 12, 2026 By Lily Waldorf In Coralogix

If troubleshooting still feels harder than it should, check on these two numbers: how many dashboards you have, and how many alerts fire every day. For most teams, it’s hundreds of dashboards and thousands of alerts, a sign of maturity, coverage, and good intentions. On the other hand, we also see that when something actually breaks, that coverage rarely turns into clarity fast enough.

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Coralogix

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Will humans be replaced by AI? The truth

Feb 12, 2026 By Elastic In Elastic

Agentic AI doesn’t replace analysts, it augments them. The real value comes from making teams more efficient, not smaller. This is the perspective most people miss. Additional Resources: About Elastic Elastic, the Search AI Company, enables everyone to find the answers they need in real time, using all their data, at scale. Elastic’s solutions for search, observability, and security are built on the Elastic Search AI Platform — the development platform used by thousands of companies, including more than 50% of the Fortune 500.

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Elastic

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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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Resolve

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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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Puppet

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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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CloudZero

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The AI-nigma: FinOps Is Maturing - So Why Is Cloud Efficiency Falling?

Feb 12, 2026 By Larry Advey In CloudZero

Q: What do you call it when FinOps maturity surges but cloud efficiency plummets? A: An AI-nigma. I don’t claim to be a comedian. But I do claim to be Fred FinOps, so the paradoxical findings from CloudZero’s new report titled FinOps in the AI Era: A Critical Recalibration, created in partnership with B2B SaaS benchmarking firm Benchmarkit, had me scratching my head. The good news: These numbers tell a story of cloud cost maturity and control. But then there’s the bad news.

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CloudZero

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Sustainable AI Investment: A Systems Thinking Approach

Feb 12, 2026 By Adam Tankanow In CloudZero

According to our new report, FinOps in the AI Era: A Critical Recalibration, 40% of companies now spend $10M or more annually on AI. Most can’t tell you if it’s working. That’s not a budgeting problem. It’s a systems problem. And Donella Meadows wrote the playbook for understanding it.

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CloudZero

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Silent Failures: Why AI Code Breaks in Production

Feb 11, 2026 By Ken Ahrens In Speedscale

You ship a small “safe” change on Friday. The diff is tiny, the tests are green, and the AI assistant was confident. An hour after deploy, your on-call channel lights up. A downstream service is rejecting responses that look fine in code review. Now you’re rolling back and rewriting a fix that should have been obvious if you had real traffic in the loop. This isn’t a hypothetical.

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Speedscale

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Investigate Issues in Slack: Grafana Cloud Slack App with AI

Feb 11, 2026 By Grafana In Grafana

The Grafana Cloud app for Slack brings observability and incident response closer to where you and your teams already collaborate Ask questions about system health, alerts, on-call schedules, and Grafana Cloud features; manage incidents and alerts; and collaborate with full context.

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