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Cloud & DevOps

AWS, DigitalOcean, deployment guides

32 articles

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Fixing AWS CloudFront Cache Invalidations That Still Serve Stale Content

You invalidated your AWS CloudFront cache, the invalidation completed successfully, yet users still receive outdated content. Learn why stale responses persist after cache invalidation, how CloudFront caching really works, and the best practices for delivering fresh content consistently.

Jul 30, 2026 6m read πŸ‘ 3

Fixing Silent Failures When Nginx Truncates Upstream Responses

Your backend generates a complete response, but clients receive only part of it. If Nginx silently truncates upstream responses, the root cause may involve timeouts, buffering, client disconnects, proxy configuration, or application behavior. Learn how to diagnose truncated responses and configure

Jul 28, 2026 6m read πŸ‘ 1

Fixing AWS ECS Service Auto Scaling That Lags Behind Traffic Bursts

Your Amazon ECS service scales correctly during sustained load but struggles with sudden traffic spikes. By the time new tasks start, users have already experienced slow responses or errors. Learn why ECS Auto Scaling lags behind traffic bursts and how to optimize scaling policies, metrics

Jul 27, 2026 6m read πŸ‘ 1

Why Your AWS NAT Gateway Bill Spikes Without Extra Traffic (And How to Fix It)

Your AWS bill suddenly jumps because of NAT Gateway charges, even though customer traffic hasn't increased. In many cases, hidden internal traffic, inefficient network architecture, or unnecessary internet-bound requestsβ€”not more usersβ€”are responsible. Learn why NAT Gateway costs spike and how

Jul 23, 2026 5m read πŸ‘ 2

Axiom vs Datadog for Log Management: Ingestion, Retention, and DX Compared

Modern applications generate enormous volumes of logs, making the choice of a log management platform critical for both engineering productivity and operational costs. This comparison explores Axiom and Datadog across ingestion, retention, querying, pricing, developer experience, and scalability

Jul 23, 2026 4m read πŸ‘ 2

Fixing Kubernetes OOMKilled Pods That Restart Without Warning

Your Kubernetes Pods appear healthy one moment and suddenly restart with little explanation. The culprit is often an OOMKilled event, where the Linux kernel terminates a container after it exceeds its memory limit. Learn how Kubernetes memory management works, why OOMKills happen, and how to prevent

Jul 22, 2026 5m read πŸ‘ 0

Fixing AWS ECS Task Networking Failures in awsvpc Mode

Amazon ECS's awsvpc networking mode gives every task its own Elastic Network Interface (ENI), improving isolation and security. However, misconfigured VPCs, security groups, subnets, IP exhaustion, or load balancers can cause tasks to fail silently or lose connectivity.

Jul 21, 2026 5m read πŸ‘ 3

Fixing AWS EKS Node Group Scaling That Stalls on Pending Pods

Pods stuck in the Pending state despite an enabled EKS node group autoscaler can be frustrating. The problem is often not the autoscaler itself but scheduling constraints, resource requests, networking limits, or node group configuration. Learn why EKS scaling stalls occur and how to troubleshoot

Jul 16, 2026 5m read πŸ‘ 7

Grafana Cloud vs Datadog for Metrics: Free Tier Limits, Retention, and Real Costs

Grafana Cloud and Datadog are two of the most popular observability platforms, but their pricing models, free tiers, retention policies, and long-term costs differ significantly. Learn how they compare for startups, growing SaaS applications, and enterprise workloads before committing your monitor

Jul 16, 2026 5m read πŸ‘ 4
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