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The latest News and Information on Containers, Kubernetes, Docker and related technologies.

How to Monitor Docker Containers You Cannot Rebuild or Redeploy

How long would it take you to get one new line of code into the container running your payment service? In a lot of organizations, the answer runs to weeks, because the change has to clear a build owner, a test cycle, and a release window that nobody wants to open early. That timeline is why so much monitoring advice fails on contact. Most of it opens by telling you to add a library, rebuild the image, and push a new version. If you could do that this afternoon, you would have done it already.

How eBPF Observability Monitors Docker Containers Without a Rebuild

How many containers are running in your production environment right now that nobody can see inside? A vendored service, a compiled binary, an application whose build pipeline left with the developer who wrote it: each one runs, serves traffic, and reports nothing. Instrumenting those workloads means a code change, a rebuild, and a redeploy, and on these containers none of the three are available.

Top Kubernetes Monitoring Tools Compared: Which Solution is Best for Enterprise Environments?

Modern enterprises rely heavily on Kubernetes to orchestrate containerized applications at scale. However, as Kubernetes environments grow in complexity, maintaining visibility into application performance, cluster health, and infrastructure dependencies becomes increasingly challenging. Choosing the right Kubernetes monitoring tools is essential for ensuring application availability, optimizing resources, and delivering consistent user experiences.

How to ensure compliance with private cloud providers in regulated sectors

The compliance question isn't "are we using a private cloud?" Rather, it’s "does our private cloud actually do what compliance requires?" Private cloud has a reputation for solving compliance problems that it doesn't always deserve. The logic seems straightforward: keep data off shared public infrastructure, maintain more direct control, and satisfy the auditors.

Mapping the NCSC cloud security principles to a sovereign deployment

The 14 Cloud Security Principles from the UK's National Cyber Security Centre form the primary framework for UK public sector cloud procurement and, increasingly, for private sector regulated workloads. Any credible cloud security case in the UK context has to address these principles explicitly. For organizations placing workloads on sovereign cloud specifically, the mapping matters more than for general cloud procurement.

NHS and healthcare data on UK Sovereign Cloud: A compliance primer

Healthcare data sits at the top of the sensitivity hierarchy. Patient records are personal data under UK GDPR. Medical records are separately regulated under sector-specific frameworks. Clinical research data may be subject to research-specific rules. Genomics data carries residency implications that go beyond standard personal data protections. NHS data specifically is governed by frameworks that add UK public sector expectations on top of the healthcare-specific ones.

Kubernetes AI SRE Agent Finds a Crash Loop Nobody Asked About: AURA

You ask for a routine health check and expect a clean baseline. What came back was a pod that had restarted 788 times, unrelated to the question. AURA is connected to a Kubernetes cluster and to Prometheus through read-only MCP servers, running as one coordinator with two specialized workers. The prompt is one sentence: check the health of the cluster, and confirm whether all the pods are running. What comes back is not a baseline. AURA names the state as CrashLoopBackOff and attaches the restart count to it.

Optimizing Kubernetes pod deployments for reliability with topology spread constraints

If you’re like many Kubernetes users, you don’t pay much attention to where or how Kubernetes distributes your pods. As long as they’re running, it doesn’t matter where they get deployed, right? Surely Kubernetes will use some complex algorithm to figure out the most reliable way to distribute your pods across the cluster…right? Pod distribution plays a much bigger role in reliability than you might think.

Private cloud disaster recovery: How to design for business continuity without public cloud dependency

Disaster recovery (DR) is one area where organizations often assume public cloud has the answer already. Multi-region deployments, managed backup services, automated failover - the hyperscaler catalog is full of DR-flavored offerings, and the marketing suggests that resilience is a solved problem once you're on cloud infrastructure. For many workloads, this is roughly true.

The Pod Was Cheaper. The Service Wasn't.

A smaller Kubernetes pod can lower allocation cost while completing less work. Green status codes and matching schemas can hide it. This walkthrough combines OpenCost allocation data with proxymock behavior and performance evidence. A candidate passes only when behavior and throughput hold while unit cost falls.