Demystifying 18TB+ HDD Reliability: RV Sensors vs. OEM Data Sheets
``Hey everyone, If you manage homelabs, NAS setups, or enterprise data centers, you know that OEM data sheets only tell half the story when it comes t...
GA HANG LAM1mo ago
``Hey everyone, If you manage homelabs, NAS setups, or enterprise data centers, you know that OEM data sheets only tell half the story when it comes t...
s = [10.0] for _ in range(5): s.append(s[-1] * 0.98) s = [10.0, 9.8, 9.6] loss = lambda x: (x**2) + 20 grad = lambda x: x*2 w = 9.8 print(loss(w), gra...
I've set up OpenClaw on EC2 multiple times now — for myself and for clients. And every single time I take over someone else's setup, I find the same t...
The Seven-Figure Outage That Taught Us About “The Phantom Monolith” Continue reading on Medium »
Play Frogger When I started uploading screenshots to 0x0.st for the Retro ROM blog, I treated it like any other throwaway image host: upload and forge...
Last month I was on call when a customer reported missing data in their dashboard. Server was fine. Uptime monitor showed green. APM had zero errors....
The .NET Architecture Pattern That Looks Professional but Scales Like Trash (and What to Do Instead) TL;DR — The “enterprise-clean” layering stack (Co...
🎯 Objective Use common modules ( apt , template , service ) Understand variables See variable precedence in action Use Jinja2 template Trigger handle...
One day, I realized I wanted a home server to experiment with deployment and infrastructure. Posts on r/homelab and r/selfhosted largely inspired this...
Enterprise Agentic AI — Memory Is the Architecture I’ve spent more than two decades designing enterprise systems. I’ve lived through SOA, cloud, big d...
Introduction: Secrets Leaks Are the #1 Attack Vector in 2026 GitGuardian's 2025 report revealed an uncomfortable truth: API keys, passwords, and token...
Your code review bot has 99.9% availability. Median response time is under two seconds. It hasn't thrown an error in weeks. It's also approving PRs wi...
Why Internal Developer Platforms Became the Highest-Paid Infra Job in 2026 Continue reading on Medium »
I have been involved in building saas products as well as some large scale platforms. In this post, we will go through some challenges in building a p...
At 11:07 p.m., a product team was staring at a failing deployment in production. Continue reading on Medium »
Deploying a Scalable Dockerized Django Application on AWS using Terraform Modern applications are not deployed on a single EC2 instance anymore. In th...
My Claude Code setup has been running autonomously for 200+ hours. I assumed it was solid. Then I built a diagnostic tool and ran it against my own co...
Mastering Nginx Configuration: A Comprehensive Guide to Checking and Validating Nginx configuration validation is a critical skill for maintaining sta...
There’s a point in everyone’s journey with artificial intelligence when excitement turns into a more mature kind of curiosity. At first, it’s easy to...
Can a small and affordable board like the ESP32-CAM recognise Indian currency notes in real time? Yes — and that’s exactly what this project demonstra...
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