Operations | Monitoring | ITSM | DevOps | Cloud

Agentic AI Becomes Essential: Why Adoption Is Accelerating and What Comes Next

The cautious optimism business leaders held towards AI agents has evolved into more widespread enthusiasm. In our last survey from April 2025, just over half (51%) of companies had deployed AI agents in their organization. Six months later, 75% of companies are deploying more than one agent, according to PagerDuty’s latest research.

Smarter AI Cost Optimization With Guardrails That Scale

AI adoption is reshaping how organizations innovate. It’s also driving cloud costs higher. CloudZero’s State Of AI Costs In 2025 report finds that for mature FinOps and engineering leaders, visibility into AI costs is a critical first step, but it’s not enough. To enable fast, responsible AI and machine learning innovation at scale, teams need pragmatic, flexible guardrails. They don’t need rigid budgets or knee-jerk shutdowns that slow progress or push teams into shadow ML.

Your Next Observability RFP is All Wrong. Why AI Changes Everything

AI-first observability addresses two of the most pressing troubleshooting challenges: complex IT environments and AI-generated code. But understanding how to implement AI in a way that brings ROI, requires cutting through the hype and maintaining realistic expectations, while keeping a forward-thinking vision. In this blog post, we bring practical tips for including AI in your next observability RFP. The article is based on a webinar held with Logz.io founders, CEO Tomer Levy and CTO Asaf Yigal.

{Unscripted} AI Verification and Rollback

Our first AI/ML capability, Continuous Verification, made Harness the first Continuous Delivery tool to understand observability telemetry and trigger rollbacks when deployments caused trouble. We knew we could do more to eliminate the friction involved in its setup. Deploying with confidence shouldn't require a coordination meeting between DevOps, SREs, and developers just to configure the right health checks. That’s why we’re introducing the next generation: AI Verification and Rollback. We’ve moved beyond just AI-powered analysis to AI-powered setup.

Skywork AI: Revolutionize Your PPT with Cutting-Edge Tech

Skywork AI transforms how U.S. professionals build presentations. Start with a concept, and the platform scans millions of documents to produce fast, source-backed summaries and polished slide drafts. This cuts research time and helps teams move from idea to stakeholder-ready decks in hours rather than days. Executives, analysts, and students benefit from a single workflow that creates outlines, slides, and final reports. The models draw on an open-source lineage and 3.2TB of multilingual and code training data, giving breadth for complex topics.

License Plate Recognition: How AI is Transforming Traffic Management

Traffic today is a mix of chaos and opportunity. With cities growing denser and cars filling up every available lane, managing traffic efficiently is more crucial than ever. That's where License Plate Recognition (LPR) steps in-powered by artificial intelligence, it's changing the way we think about traffic management, parking operations, and public safety.

AI Assistants: Revolutionizing How We Work, Learn, and Live

In today's fast-paced digital world, artificial intelligence (AI) is transforming industries and reshaping the way we interact with technology. Among the most impactful AI innovations are AI assistants, virtual tools designed to help users streamline tasks, improve productivity, and enhance decision-making. These intelligent assistants are no longer just futuristic concepts; they are real, practical, and accessible to individuals and businesses alike.

7 Best AI Voice Tools Every Online Educator Should Try

Online education has grown rapidly in recent years, making it easier for teachers, trainers, and course creators to reach learners across the globe. But with this growth comes a new challenge: how to keep students engaged in a virtual classroom. One of the most effective ways educators are addressing this is by using voice tools. These tools allow teachers to create professional-quality voiceovers, enhance presentations, and make learning more interactive.

Introducing Cortex MCP in Devin: AI Engineering Guided by Your Best Practices

Cortex is now in the Devin Marketplace keeping your AI within the guardrails of your org wide best practices With this integration, Devin, the world’s first AI software engineer, can use Cortex data & best practices, like Scorecards, to understand your engineering standards and automatically fix issues at scale. Here’s how it works: Watch the demo to see how Eyal, one of the engineers at Cortex, used Cortex & Devin to turn best practices into action.

AI in Server Monitoring: Why Human Context Still Matters in 2025

When Microsoft rolled out Windows Server 2025 last November, it marked a turning point in how IT teams think about monitoring. Suddenly, AI-powered features like anomaly detection, predictive resolution, and even self-healing aren’t ideas on a roadmap — they’re built into the very fabric of enterprise infrastructure.