Operations | Monitoring | ITSM | DevOps | Cloud

Anthropic’s Claude is one of the most powerful and developer-friendly large language models (LLMs) available. But as usage grows, so does cost. Here’s the reality: A single unoptimized development loop or unmonitored QA job can multiply costs 10x overnight. Most teams experimenting with Claude lack the visibility and guardrails needed to prevent runaway costs, especially once usage moves from R&D into production.

You know the drill. The service desk queue refreshes, another tsunami of tickets floods in, and your team gears up for another deep, deep dive. Resolution times are king, SLA compliance is queen, and the more tickets you churn through, the more you’re celebrated as a hero of the help desk. Does this sound familiar to you? That’s ticket-centric culture for you.

Collecting Windows Security Events has always been a necessary but difficult job. Traditional methods depend on third-party collectors that must be installed, configured, and constantly maintained. They break, they lag behind updates, and they create unnecessary operational work. At the same time, they often flood Microsoft Sentinel with redundant or irrelevant data, driving up costs and slowing down investigations.

When incidents strike, your on-call engineer jumps in first. They assess the issue, triage it, and try to resolve it. But sometimes, they can’t solve the problem or aren’t available. That’s when escalation policies step in to find the right backup. In this guide, I’ve explained how escalation policies work, why every team needs them, and how you can set up one. Also, I’ve included ready-to-use templates to help you get started fast.

As you develop internal tools or public-facing data applications, implementing authentication mechanisms becomes essential. Without authentication, you risk exposing sensitive information or allowing unauthorized access. Fortunately, integrating secure user access does not have to be complex. AWS Cognito provides a straightforward way to handle authentication, user management, and access control across multiple identity providers.

Head spinning with all the “aaS” acronyms floating around these days? Our complete glossary will bring you up to speed. We’re watching the world go as-a-service in real time, and it has made for some heated Reddit threads about how our existence is being monetized at every turn. It’s difficult to refute that individual consumers should have the option to pay a one-off fee for software, platforms, and media as opposed to paying for temporary access.

Thailand is emerging as one of Asia’s most important digital hubs. Fuelled by large-scale investments in data centres, cloud regions, and network infrastructure, the country is becoming a central link between Southeast Asia and global markets. Recognising this, Console Connect, PCCW Global’s Network-as-a-Service platform, has expanded its footprint by enabling 13 new data centre locations across Thailand, bringing the total to 16 nationwide.

Today, we are introducing Resolved by Timer. It is a timer you can set on your incidents. When the timer runs out, the incident resolves on its own. Not all incidents need manual attention. Sometimes they just sit on dashboards, adding noise long after they have stopped mattering. And when that happens, Spike also treats them as “open incidents,” which can end up suppressing new alerts if the same problem re-triggers later. Resolve Timer solves both problems.