Operations | Monitoring | ITSM | DevOps | Cloud

I Tested the Limits of Azure OpenAI Safety - Here's What Happened

I ran a mini-red-team exercise against Azure OpenAI, testing common jailbreak tactics and prompt engineering attacks. Microsoft Defender for Cloud caught nearly everything. The key? A feature called User Prompt Evidence that turned vague alerts into precise, real-time context. If you’re running AI workloads in Azure and haven’t turned this on yet, you’re playing defense blindfolded.

Beyond the code: Shipping faster with AI with Leo P.

We’re running a short mini-series on The Debrief podcast called Beyond the code, where we interview our engineers about what it’s really like to build at incident.io. In this episode, we chat with Product Engineer Leo about how we’re using AI tools like Claude Code to ship more product, more quickly.

How AI + Automation Are Paving the Way for Autonomous Networks

Network management teams are drowning in alerts, tickets, and manual escalations—slowing MTTR, driving up costs, and jeopardizing service quality. But the rise of AI-driven automation is changing the game. In this webinar replay, experts from Grokstream and Resolve will discuss how AIOps and automation are shaping the future of autonomous networks. Join Josh Kindiger and Ari Stowe to see firsthand how AI can reduce noise, detect root causes, and trigger end-to-end remediation without manual effort.

IT's Most Expensive Oversight: Ignoring Hardware Warranties

Are you throwing money away on expensive repairs that should be covered under warranty? Or worse, buying warranties you never use while skipping the ones you desperately need? Warranty management is IT's most overlooked money-saver. Without proper tracking, you're facing unexpected repair costs, unplanned downtime, and zero visibility into which assets are actually covered when you need them most.

Next Level - Infrastructure Monitoring and Load Balancing

Next Level - Infrastructure Monitoring and Load Balancing; Are you getting the most out of these solutions? Modern network infrastructures are complex and yours is no different. As such, a load balancing solution is required to keep the servers up-and-running for both your customers and employees. The same goes for network traffic monitoring and analysis to understand and comprehend user behavior.

Pepperdata Resource Optimization for Data Workloads on Kubernetes

Struggling with underutilized Kubernetes resources or rising cloud costs? Learn how Pepperdata Capacity Optimizer delivers real-time, automated resource optimization for Kubernetes and Amazon EMR workloads—helping teams reduce costs and boost performance without manual tuning. In this video, discover how Pepperdata helps DevOps, platform engineers, and FinOps teams.