Operations | Monitoring | ITSM | DevOps | Cloud

Experience seamless control, clarity, and cost optimization with the CloudSpend app on iOS 26. This update integrates Apple’s new Liquid Glass design and secure, on-device AI summaries to deliver instant insights into your cloud spending, empowering you to act decisively from anywhere.

The popular narrative around AI economics is changing. At one time, Moore’s Law conditioned us to expect that smarter, faster computing would steadily get cheaper. When it comes to AI, that expectation holds true at the unit level. Per-token costs are indeed declining. But the number of tokens consumed per task is growing exponentially, making total costs spike. The tension here is important: on paper, inference is getting cheaper.

Managing containerized applications or microservices can be difficult. It is even more demanding and prone to error if you do it manually. So, what’s the alternative? Container orchestration. Container orchestration is an automation technology that enables engineers to coordinate when containers start and stop, schedule and execute tasks, manage failovers, and perform recovery processes. The technology helps automate these tasks throughout a container’s lifecycle.

Snowflake’s scalable architecture, minimal latency, advanced analytics, simplified data handling, flexible pay-as-you-go model, and always-on security make the data cloud a top choice for many businesses. You can also purchase Snowflake resources on demand or upfront. But if you struggle to control your Snowflake costs, you’re not alone. With the help of this guide, you’ll know how to manage your Snowflake costs better.

The irony isn't lost on us - observability platforms are built to be proactive about system health, yet when it comes to managing observability costs themselves, teams are forced to be reactive. Today, that changes with Cost Meter, now live in our platform. Cost Meter transforms observability spend management from a monthly billing surprise into a proactive, data-driven process with hourly aggregated metrics that give you complete visibility into your telemetry ingestion patterns.

Kubernetes, also known as K8s, is an open-source, portable, and scalable container orchestration platform. With K8s, you can reliably manage distributed systems for your applications, enabling declarative configuration and automatic deployment. Yet, K8s can be resource-intensive and costly, with a rather steep learning curve. But in 2019, a lighter, faster, and potentially more cost-effective alternative appeared: K3s. Still, K3s is not a magic wand that works for all Kubernetes deployments.