I did Golden Images
Golden Images How I Stopped Manually Logging Into Every New Server The problem Every time I spun up a new server for a service, it worked but it was…
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AWS Serverless Weather Data Pipeline
Building a Serverless Weather Pipeline on AWS: A Step-by-Step Walkthrough This is a build log for someone who's used AWS a bit — deployed a Lambda f…
OpenAI's first custom chip just benchmarked past NVIDIA. Jalapeño changes the inference equation.
OpenAI just published benchmark results for Jalapeño — its first custom AI inference chip — and the numbers are credible and significant. Compared t…
CoreWeave's AI-Native Infrastructure: Why GPU Orchestration for Agents Looks Nothing Like Traditional Cloud
Traditional cloud infrastructure treats compute as fungible. You request CPU or memory, the scheduler finds capacity, and your workload runs. AI wor…
A Wider Computer, Not a Bigger One: Modeling AI Inference Across Millions of Homes
I modeled an AI inference fleet distributed across ordinary homes. What survived was narrower—and more plausible—than what I started with. Picture a…
Enterprise Network Infrastructure: What It Is and How to Build It
Ask someone to draw their network architecture and you'll usually get a diagram that describes what was built, in the order it was built, rather tha…
Multi-Everything Agent Infrastructure: How AWS Teams Avoid Lock-In While Running Dozens of Agentic Systems
When you run one agent, you pick a framework and ship it. When you run dozens, you face a different problem: each team chose a different stack, each…
I Ran 170 Agent Goals for $0.49. The Field Test Found 10 Issues That Unit Tests Never Would.
This is article 4 in a series about building PlannerCritic , an open-source engine where one LLM writes a plan and a second LLM reviews it. Article…
Deploying My First Web Server with Nginx
Today I worked on a simple but important DevOps task: deploying a web server using Nginx on Ubuntu. Instead of only learning the theory, I wanted to…
Platform Engineering starts before Kubernetes
Why the right question isn't "where do I start with Kubernetes", but "what problem am I actually solving". The claim that tends to bother people Eve…
GreenOps vs. AWS Native Cost & Carbon Tools
Where the added value is AWS gives teams an impressive set of cost and sustainability tools. If you are already using Trusted Advisor, Cost Explorer…
Why Does a Webpage Feel Instant When the Server Is Thousands of Miles Away?
You type a URL. Press Enter. A webpage appears. The server hosting that page might be in a data centre on the other side of the planet. The data has…
Kubernetes Networking [Level-8: kube-proxy / iptables / IPVS / eBPF]
This is Level 8 of our Kubernetes networking series, and it's where we finally go inside the Service dataplane . Back in Level 3, we learned that a…
NVIDIA Blackwell NVL72 Overheating: Tundaan Masif ke Q1 2025, Hyperscaler Revisi Capex
Kronologi Krisis Termal NVL72: Dari Announce ke Redesign Maret 2024: Launch Blackwell Platform NVIDIA meluncurkan platform Blackwell pada Maret 2024…
CDN: How Websites Serve Content Faster Globally
Imagine opening a website from India while its servers are located in the United States. You request an image. Your request travels thousands of kil…
Daily Dose of DevOps — Terraform remote state explained
Terraform Remote State Explained Terraform is a powerful tool for infrastructure as code, but managing state files can be a complex task. The terraf…
The Railway Test
In August 2026, Congo's Council of Ministers approved a collaboration convention worth about $1.26 billion to rehabilitate the Dilolo–Sakania line:…
WTH is PostgreSQL Transaction ID Wraparound?
One of the most abrupt production outages you can experience in PostgreSQL doesn’t come from a hardware failure—it comes from a mathematical boundar…
Post Quantum TLS: What Hybrid Key Exchange Actually Changes
Post quantum cryptography is no longer something security teams can leave entirely to research departments. NIST finalized ML-KEM as a post quantum…
The Internet Feels Simple Until the Pipes Start Leaking
Most people only notice infrastructure when it breaks. A checkout button spins for too long, a video call freezes, a payment gets marked as pending,…
CompTIA Network+: Cloud Computing Concepts
Cloud computing is a fundamental pillar of modern network architecture, shifting infrastructure management from physical data centers to flexible, v…
AI Is Making Chips More Expensive
When we talk about the AI boom, we usually talk about: ChatGPT Claude Gemini AI agents GPUs LLMs But underneath all of those technologies is somethi…
Stablecoin Payments Are Becoming a Developer Problem
Stablecoins have spent years inside crypto trading. Their role in payments is becoming much more interesting. Yellow Card recently raised $40 millio…
The Kubernetes Checklist for Teams Without a Platform Team
Most Kubernetes advice assumes you have a platform team: specialists who own upgrades, ingress, security policies, and the 2 a.m. pages. The teams I…
Inside DDoS Mitigation: The Methods and Tools That Keep Modern Websites Online
Why Mitigation Is a Different Problem Than Prevention Most people talk about stopping DDoS attacks as if it were a single switch you flip on. In rea…
Docker Sandboxes in 2026: The Evolution of Secure Code Isolation
Docker Sandboxes in 2026: The Evolution of Secure Code Isolation If you've scrolled Hacker News this year, you've probably noticed a recurring theme…
Why 24/7 Markets Need 24/7 Infrastructure
Why 24/7 Markets Need 24/7 Infrastructure Traditional financial markets have something crypto doesn't: A closing time. Crypto markets never really s…
[EN] Infrastructure Lifecycle Management: Provisioning vs Decommissioning
In the Infrastructure Lifecycle Management we can identify the functions of: Provisioning and Decommissioning. Both are orchestrated through the app…
What Is Actually Inside the DOE's Genesis Open Models Initiative?
Originally published at vinpatel.com What is actually inside the Department of Energy's new Genesis Open Models Initiative? Right now, the honest an…
I Tried to Get Roblox Working on University Wifi and Ended Up Learning Infrastructure
A few months ago I had one goal: get around my university's wifi restrictions so I could play Roblox at university. What actually happened is I ende…