News
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...
How to Dockerize Your Application and Deploy It to Sevalla
The LogAnalyzer Agent is a FastAPI-based app that provides an API endpoint for log analysis. It can be containerized with Docker t...
mTLS Explained: Mutual Authentication for Cloud Microservices
Understand mTLS, how it works in cloud environments, and why it’s becoming a standard practice for service-to-service communicatio...
Why Everyone is Panic-Buying Mac Minis for OpenClaw / Moltbot / Clawdbot?
Whether you’re hunting for OpenClaw to build a personal assistant, debugging a clawdbot signature in your server logs, or watching...
The DDoS of Human Attention: Why cURL Killed Its Bug Bounty (And What It Means f...
AI-gen "slop" is killing bug bounties. Learn why cURL shut down its program and how to protect your team from the new DDoS: the fl...
