Operations | Monitoring | ITSM | DevOps | Cloud

Agentic ITOps is here. Here's what early movers are doing.

We recently brought together IT operations leaders from across financial services, healthcare, airlines, media, and other industries for BigPanda 26, our annual customer event. The theme that emerged above all others during the event’s conversations is that our industry is no longer debating whether AI belongs in ITOps. The debate now is about how quickly it can be implemented, how to measure it, and who’s accountable when it acts. Here are some key learnings from BigPanda 26.

Your Team is Using Claude Code. Do You Know What It's Costing You?

The first two weeks of Claude Code are exciting. The third week is when you realize you don’t have visibility into what it’s doing or what it’s costing you. You would not run a production service without metrics, logs, and dashboards or deploy an API without knowing its latency, error rate, or cost per request.

Rightsizing Nightmares: When Your Cloud Cost Tool Degrades Performance

This is what production teams see happening. A vertical pod autoscaler recommendation gets applied automatically. Resource requests come down a notch across a namespace. The cost dashboard registers a small cost savings win. A few minutes later, health checks start failing. Pods enter crash loops.

GitHub Outages 2025 - 2026: Reliability Analysis and Outage History

Hashicorp's co-founder Mitchell Hashimoto decided to pull out his Ghostty project from GitHub in April 2026 due to GitHub's reliability issues. He did this after 18 years of using GitHub, saying that GitHub "is no longer a place for serious work". GitHub has experienced a significant decline in reliability over the past 6 months, and Hashimoto is not alone in expressing this sentiment.

Coralogix and Atlassian: Full-Stack Observability Inside the Incident Workflow

Incident response has a well-known efficiency problem. The tools teams use to detect and investigate issues are often disconnected from the tools they use to manage and resolve them. Engineers spend a significant portion of each incident switching between platforms, assembling context that should already be at hand. Even when the data is available, correlating signals across user, app, infrastructure, and security events to pinpoint a root cause remains manual and slow.

Tech-Driven Strategies For Smarter Space Utilization

Finding extra room in a cramped home or business feels like a constant struggle. Technology now provides fresh ways to organize and track every square inch of your property. These advancements help you make the most of your current property. Smart tools help you see exactly where items sit and how much room remains open. These digital systems turn messy rooms into efficient zones for living or working. You can plan your storage needs with much greater precision than before.

Planning Your Home Exterior Makeover: How IT Tools Make It Easier

Redesigning your property's exterior is an exciting project. Modern digital tools make the early planning stages much faster and easier for every homeowner. You can test different styles before buying any expensive materials. This helps you avoid errors and keeps your project budget safe during the work.

Investor Sergey Tokarev on the Generation H 3.0 HealthTech Accelerator

The Generation H accelerator programme, run by SET University and the Tokarev Foundation, has announced the launch of its third intake. For the first time in its history, this HealthTech accelerator, which specialises in medical technologies, has expanded the list of teams eligible to participate. Ukrainian startups based abroad that have an MVP or a product ready to scale within ten weeks can now join the programme. This was announced by Sergey Tokarev, founder of the Tokarev Foundation and co-founder of SET University.