Operations | Monitoring | ITSM | DevOps | Cloud

The air in the operations world is thick with AI and LLMs. EVERY vendor is rushing to slap an “AI-powered” badge on their product. But here’s the uncomfortable truth: In high-stakes Kubernetes operations, one bad AI recommendation can destroy months of trust-building in an instant. We aren’t building a chatbot to suggest recipes. We are building systems that, armed with kubectl permissions, have the potential to take down production with a single, wrong command.

Grafana’s MySQL datasource makes it easy to turn raw database rows into clean, interactive dashboards. Whether you're testing out a new monitoring setup or experimenting with time-series data, MySQL + Grafana gives you a powerful foundation for building visualizations quickly.

We shipped some big updates this week!

Megaport acquires Extreme IX, adding seven Internet Exchanges and 40 data centers across India’s fastest-growing digital hubs to deliver broader connectivity options for customers.

Aviation across the Asia-Pacific (APAC) and Middle East (MID) regions continues to rebound and modernise, bringing new pressures on airlines, airports and air navigation service providers (ANSPs). This increase in air traffic, more complex airspace and the need for safer, more efficient operations mean that seamless, secure information exchange across borders is essential.

For IT leaders who need to move fast without breaking governance. If you’re running IT for a bank, a SaaS company, or a Higher education institution, you’re carrying a brutal balancing act on your shoulders. On one side, your developers are pushing for autonomy, velocity, and the freedom to ship. On the other hand, you’re on the hook for governance, compliance, security, cost controls, and now that AI has entered the chat, innovation at scale.