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Memory Leaks in Golang (Go)
Medium · Programming ☁️ DevOps & Cloud ⚡ AI Lesson 3d ago
Memory Leaks in Golang (Go)
If your Go program is using more and more memory and you want to find where the memory leak is you can use pprof to do that. Continue reading on Medium »
I Survived 9 Production Incidents in 2026 — The Exact Playbooks That Stopped the Next 3 from…
Medium · Programming ☁️ DevOps & Cloud ⚡ AI Lesson 5d ago
I Survived 9 Production Incidents in 2026 — The Exact Playbooks That Stopped the Next 3 from…
Real failures from AI-augmented teams, Kubernetes clusters, and always-on services. What actually worked when PagerDuty lit up at 3 AM. Continue reading on T3CH
The 3 AM Production Incident That Cost Us $47K in 43 Minutes — And the Playbook That Would Have…
Medium · Programming ☁️ DevOps & Cloud ⚡ AI Lesson 5d ago
The 3 AM Production Incident That Cost Us $47K in 43 Minutes — And the Playbook That Would Have…
Real war stories from 2026. Why most teams still bleed money on the same preventable failures — and exactly how senior engineers stop them… Continue reading on
The 9 Production Incidents That Keep Repeating in 2026 (Even at “Mature” Companies)
Medium · Programming ☁️ DevOps & Cloud ⚡ AI Lesson 1w ago
The 9 Production Incidents That Keep Repeating in 2026 (Even at “Mature” Companies)
I collected real outage reports from FAANG, unicorns, and high-growth startups this year. The same mistakes are still costing millions… Continue reading on Prod
Medium · Programming ☁️ DevOps & Cloud ⚡ AI Lesson 1w ago
How Cursor Solved My Python Install Pain Points
Moving past the “Stack Overflow Era” into a faster, AI-driven way to master cross-platform system hygiene. Continue reading on Medium »
Stop Using pip in CI — I Cut CI/CD Build Times by 68% with One Change
Medium · Programming ☁️ DevOps & Cloud ⚡ AI Lesson 1w ago
Stop Using pip in CI — I Cut CI/CD Build Times by 68% with One Change
Most Python CI pipelines are slower than they should be — and it’s not obvious why right away. In the CI/CD pipelines which my team uses… Continue reading on Me
When Docker Desktop Dies in Silence: Debugging a WSL2 Named Pipe Failure Through Process…
Medium · Programming ☁️ DevOps & Cloud ⚡ AI Lesson 1w ago
When Docker Desktop Dies in Silence: Debugging a WSL2 Named Pipe Failure Through Process…
A systematic root cause analysis of a non-obvious Docker Desktop crash on Windows + WSL2, and why the fix was a single startup toggle —… Continue reading on Med
The Moment I Stopped Deploying Manually
Medium · Programming ☁️ DevOps & Cloud ⚡ AI Lesson 1w ago
The Moment I Stopped Deploying Manually
Understanding the CI/CD Pipeline Continue reading on Medium »
The 2027 Windows Containers Reality Check
Medium · Programming ☁️ DevOps & Cloud ⚡ AI Lesson 1w ago
The 2027 Windows Containers Reality Check
Windows Containers Have Improved Dramatically. But the “Linux Is Dead” Narrative Still Doesn’t Match Real-World Kubernetes Adoption. Continue reading on AWS in
Day 18: Part 3 of Linux User & Access Management
Medium · Programming ☁️ DevOps & Cloud ⚡ AI Lesson 2w ago
Day 18: Part 3 of Linux User & Access Management
Understanding su, sudo, and Safe Access Control in Linux Continue reading on Medium »
Linux Production Servers: The Silent Killers That Cost Companies Real Money in 2026
Medium · Programming ☁️ DevOps & Cloud ⚡ AI Lesson 2w ago
Linux Production Servers: The Silent Killers That Cost Companies Real Money in 2026
After managing Linux servers for 8+ years across multiple companies, these are the most painful production incidents I’ve seen — and… Continue reading on Engine
Docker Is Not What I Thought It Was
Medium · Programming ☁️ DevOps & Cloud ⚡ AI Lesson 2w ago
Docker Is Not What I Thought It Was
I used Docker for a while before I actually understood what it was doing. I pulled images, ran containers, wrote Dockerfiles, and it all… Continue reading on Me
Docker vs Kubernetes vs Podman ☸️
Medium · Programming ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
Docker vs Kubernetes vs Podman ☸️
Understanding what each tool does, when to use it, and how they fit into modern container workflows Continue reading on CodeX »
Circle Three: The Docker Absurdity
Medium · Programming ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
Circle Three: The Docker Absurdity
Why You Ship a Whole Elephant in a Box to Deliver a Fly Continue reading on Medium »
How Much Traffic Can Your Application Handle Before It Breaks?
Medium · Programming ☁️ DevOps & Cloud ⚡ AI Lesson 3w ago
How Much Traffic Can Your Application Handle Before It Breaks?
Spoiler: most teams don’t know. And they find out at the worst possible moment. Continue reading on Medium »
Medium · Programming ☁️ DevOps & Cloud ⚡ AI Lesson 1mo ago
Stop Fighting GitLab Auth Errors: A Complete SSH Migration Guide for macOS
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 »
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Medium · Programming ☁️ DevOps & Cloud ⚡ AI Lesson 1mo ago
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The hidden cost of poor logging and monitoring Continue reading on Medium »
I wrote a MaxMind DB encoder in Rust to ship 1.37 million BGP prefixes in 8.9 MiB
Medium · Programming ☁️ DevOps & Cloud ⚡ AI Lesson 1mo ago
I wrote a MaxMind DB encoder in Rust to ship 1.37 million BGP prefixes in 8.9 MiB
The Rust ecosystem has a great MMDB reader -maxminddb on crates.io. What it doesn’t have is a writer. Continue reading on Medium »
PostgreSQL Worked in Kubernetes — Until Production Happened
Medium · Programming ☁️ DevOps & Cloud ⚡ AI Lesson 1mo ago
PostgreSQL Worked in Kubernetes — Until Production Happened
What changes when PostgreSQL moves from development clusters to production workloads Continue reading on Medium »
Your DevOps Home Lab Is Lying To You
Medium · Programming ☁️ DevOps & Cloud ⚡ AI Lesson 1mo ago
Your DevOps Home Lab Is Lying To You
It’s not that your lab needs more failures. It’s that the failures it gives you are too honest. Continue reading on Medium »