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Cloud engineers reviewing a dashboard where CPU looks healthy while backlog, latency, and service pressure are rising.

CPU Is the Wrong Signal for Most Autoscaling Policies

64% of organisations use the Kubernetes Horizontal Pod Autoscaler to manage workload capacity, and most of those autoscaling policies scale on exactly one signal: CPU or memory utilisation. Only 20% scale on anything else. The other 80% inherited a default…

Cloud architecture landscape showing data moving between regions, services, edge nodes and external platforms, with glowing cost markers representing hidden cloud egress charges.

Egress Costs Are an Architecture Problem, Not a Billing One

Cloud egress costs arrive as a billing surprise. They appear across dozens of line items that nobody owns, growing steadily month over month in a way that makes attribution difficult and root cause harder to establish. The standard response is…

S3 Intelligent-Tiering Is Not a Free Win

S3 Intelligent-Tiering has acquired a reputation as a safe default: enable it across your buckets, pay a small per-object monitoring charge, and let AWS automatically move cold data to cheaper storage tiers. The pitch is appealing, especially at scale, when…

A focused male senior cloud engineer, wearing glasses and a hoodie, sits in deep concentration at his expansive home office desk in the UK, exactly as depicted in image_4.png. He is intensely typing on a specialized mechanical keyboard, looking at a curved main monitor that legibly displays complex multi-region AWS cloud architecture diagrams and intricate code. A secondary vertical screen shows professional chat channels. The backdrop, seen through a wide window, is a rainy but typical UK residential street, emphasizing the realistic remote work setting. The setup is highly specialized and geared toward serious engineering, not casual content creation

Remote-First Cloud Careers: The UK Market Reality in 2026

Fully remote cloud engineering roles in the UK have halved since their pandemic peak, yet demand from engineers has never been higher. Remote job postings fell from 8.7% of all UK vacancies at their 2020-21 high to just 4.3% by…