DevOps & Cloud

Nine Clean Days My failure log has been silent for nine days. I've had nine days of failures. The file is ~/.iskander/state/cognitive/failures.jsonl . It's the

Why Your AI-Built App Won't Scale Until You Own the Infrastructure You shipped something in Lovable or Bolt. It works. Users are signing up. Then you hit the wa

Introduction Enterprise integration has come a long way over the last decade. Organizations now have access to cloud-native platforms, low-code integration envi

Spoiler: most teams don’t know. And they find out at the worst possible moment. Continue reading on Medium »

Most organizations still treat governance like documentation. Policies. Approvals. Static controls. But runtime behavior keeps evolving after the document is si

It’s About Survivability. I've noticed that oprganizations still treat governance like a document. But systems don’t operate inside documents. They operate insi

If you’ve ever stared at a HTTP Basic: Access denied error at midnight before a deployment, this guide is for you. Continue reading on Medium »

The hidden cost of poor logging and monitoring Continue reading on Medium »

The Rust ecosystem has a great MMDB reader -maxminddb on crates.io. What it doesn’t have is a writer. Continue reading on Medium »

What changes when PostgreSQL moves from development clusters to production workloads Continue reading on Medium »

Open a CLAUDE.md file at random and you'll find build commands, architecture notes, and rules. The rules tend to be the unenforceable kind. "Write clean code."

It’s not that your lab needs more failures. It’s that the failures it gives you are too honest. Continue reading on Medium »

Top 50 Ansible Interview Questions (2026) — Real-World Answers for DevOps Engineers Continue reading on Medium »

You are looking at a pull request for a microservice that did not exist three hours ago. It contains 1,200 lines of perfectly formatted… Continue reading on Med

If you’ve ever worked with a headless Raspberry Pi, you’ve probably faced this problem: The Raspberry Pi was previously connected to a Wi-Fi network You do not

One of the dumbest ideas in operations is that production should feel just like every other environment. Continue reading on Medium »

(The Hidden Risk of Weak Tool Layer Reliability) Continue reading on Medium »

Alt: “Your Linux setup is leaking. These 30+ environment variables are why.” You’ve been writing code on Linux for years. Maybe you run it in Docker, on a VPS,

The Moment Remote Development Starts Costing You More Than a Powerful Local Setup Continue reading on Medium »

The software industry has always moved fast. It used to move in cycles of 2–3 years, a steady turnover of what was once in vogue, now… Continue reading on Techn

If you’ve ever tried to follow a Linux-based tutorial on Windows — like setting up Prometheus — you know the struggle. You download the… Continue reading on Med

Less than a month ago I wrote an }}">entire post explaining how to use three memory layers with Claude Code: Linear for strategy, Beads for tactics, and Tasks f

The 1BZ Ecosystem CopyGuard (protect) → IPVault (monetize) → SmartPDF (deliver) → DZIT (settle on Polygon) → BizNode (automate) AI business operator node — http

28th April 2026 — Infrastructure teams building AI platforms deal with a difficult mix of resources: GPU clusters, object storage, vector… Continue reading on M

This article was originally published on maoxunxing.com . Today I want to talk about something every developer uses daily, but few people really think deeply ab

27th April 2026, Netherlands — Modern infrastructure is no longer a static collection of servers, networks, and databases. It is a… Continue reading on Medium »

Copilot Answers → Copilot Evidence Let's Connect & Continue the Conversation Read Complete Article | https://lnkd.in/dFTntSfa

Vanilla OpenClaw runs as a single-tenant system. One user, one instance, one VM. For a small group — 5 to 30 people — this works. Beyond 30-50 users, it falls a

Text rendered via Dual-Core compilation (Human author + LLM co-processor). Continue reading on Medium »

The commands that actually saved production. Not the ones in tutorials. The ones you desperately need when everything is on fire and your… Continue reading on S

Not the tutorial answer. The production answer. When you actually need K8s, when Compose is enough, and the $47K mistake we made choosing… Continue reading on S

Founded by Gautam Khosla, co-founded with Adam Official Continue reading on Medium »

A Practical Guide to Scaling Spring Boot Workloads with Kubernetes for Better Performance, Resilience, and Cloud-Native Efficiency Continue reading on JavaScrip

Stop flying blind. Know exactly what your server is doing — CPU, RAM, disk, Docker containers, and more — from a beautiful self-hosted… Continue reading on Medi

In the early days of my guardianship at the Siuntio Fort, I believed that efficiency meant constant, rapid-fire monitoring. I treated every sensor reading as an

From pushing code manually to a fully automated pipeline — in one article. Continue reading on AWS in Plain English »

Why Your AI-Built App Breaks at Real Scale (And How to Actually Fix It) You ship a Lovable app in 48 hours. It works. Users sign up. Then the first production p

You’ve heard the term a hundred times. Now let’s actually use it. Continue reading on Medium »

If you use Docker Compose, you probably write things like: Continue reading on Medium »

I didn’t want to build another “AI for Ops” demo. Continue reading on Medium »

Why Your AI-Built App Stops Working at Real Scale You shipped something in Lovable or Bolt that actually works. Users are signing up. Data is flowing. Then you

Capa-Java After One Year: When "Write Once" Became "Configure Once Everywhere" Honestly, I never thought I'd be writing this article. When I first discovered Ca

How I Built a Batch MCP Helper to Save My Sanity: The Brutal Truth About Tool Orchestration Honestly, I was drowning. One afternoon, I found myself staring at 1

Why your “enterprise-grade” infrastructure is killing your startup’s velocity. Continue reading on Medium »

Cloud and DevOps have become foundational pillars of modern software engineering. Whether you’re preparing for interviews or refining your… Continue reading on

Why cross-posting is the hardest branch Cross-posting sits at the intersection of the pipeline and three external services that each have their own error person

Hey guys! 👋 Today’s story is every developer’s worst nightmare… but it actually happened. Imagine this: 👉 You run a command 👉 And suddenly… your entire produ

A working developer’s honest take on the command-line upgrades worth the setup time this year — with real examples, not hype. Continue reading on The Software J