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Learn Kubernetes from Scratch (Without the Hype)
Who is this for? Someone who has never touched Kubernetes but wants to understand it well enough to discuss it confidently and eve...
Top 10 Golang Bugs to Spot Fast in Code Reviews
Common Golang code bugs to point out quickly during code reviews.
Why Prometheus and OpenTelemetry Finally Joined Forces
Discover how Prometheus 3.0 and OpenTelemetry ended years of technical friction to create a unified observability standard for mod...
When Your Metrics Lie: The Illusion of Observability
Green dashboards don't mean healthy users. Most teams monitor infrastructure (CPU, memory, disk) instead of outcomes (checkout suc...
When Cloud Bills Crash the System: Cost as a Reliability Issue
Cloud cost and system reliability are the same problem viewed through different instruments. Cost anomalies surface bugs, retry st...
How I Built a 1 GB Observability Stack for My Go Startup Using Prometheus, Loki,...
I needed observability for my Go Telegram bot running on a free VPS with only 4 GB of RAM, where the app already used ~2 GB. After...
Kubernetes Operators, Explained by a Production Engineer
A senior engineer’s deep dive into Kubernetes Operators: CRDs, reconciliation loops, caches, finalizers, webhooks, and production-...
Stop Throwing AI at Broken Systems: Fix Your Engineering Culture First
With AI integrated into workflows, a lean team of 10 people can ship faster and better than a firm with 200 people. But before you...
The Clean Way to Access AWS, Azure, and GCP From Kubernetes (No Secrets, No Rota...
A multi-cloud strategy, building a distributed system, your Kubernetes pods need secure, passwordless authentication across AWS, A...
The End of CI/CD Pipelines: The Dawn of Agentic DevOps
AI agents are replacing traditional CI/CD pipelines by autonomously debugging tests, deploying code, and triaging production incid...
Ship Code Fearlessly With Shadow Deployments
Shadow deployments are a deployment strategy that lets engineering teams test and ship code confidently and frequently without exp...
Cost Is Now a Reliability Problem
In cloud-native environments, every redundancy, autoscaling decision, log line, and failover path costs money. As a result, many m...
