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⚡ AI Lessons

Medium · Startup
☁️ DevOps & Cloud
⚡ AI Lesson
1w ago
The Minimal Infrastructure Stack I’d Actually Run at a Tiny Startup
Most infrastructure I’ve worked on carries history. There’s the legacy that predates me, the load-bearing hack nobody wants to touch, the… Continue reading on M
Medium · Startup
☁️ DevOps & Cloud
⚡ AI Lesson
4w ago
When Managed Platforms Stop Being Enough
For the last few years, building software has become dramatically easier. Continue reading on Medium »

Medium · Startup
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
GitHub Normalized Agent Delegation; AIDev Counts the Backlog
GitHub’s cloud agent turns issues into PRs, but AIDev’s 2026 dataset shows founders must size review, CI, and merge authority first. Continue reading on KAIRI »

Medium · Startup
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Why startups should build logging, metrics, and troubleshooting visibility into their products…
Observability Should Start Before Your Startup Starts Scaling Continue reading on Medium »

Medium · Startup
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
How One YAML File Replaces Your Infrastructure Tribal Knowledge: A SOC 2 Survival Guide
Originally published on the Convox blog Continue reading on Medium »

Medium · Startup
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
3 AM Production Outages in 2026: I Got Paged 47 Times Last Year — Here’s Exactly What I Wish I Knew…
After hundreds of production incidents across different companies, I realized most outages follow the same painful patterns. This is the… Continue reading on St

Medium · Startup
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
Why I replaced my monitoring agent with a 50-line bash script
For a long time my server monitoring setup looked like this: Continue reading on Medium »

Medium · Startup
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
Your App Isn’t Slow. Your Server Just Fell Asleep.
A tiny GitHub trick that keeps your free-tier backend feeling instant. Continue reading on Medium »

Medium · Startup
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
What Building CI/CD for a Startup Taught Me About Engineering Simplicity
There’s a phase many engineers go through while learning DevOps where complexity starts to feel like progress. Continue reading on Medium »

Medium · Startup
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
Everything I Run on One Hetzner Server for 10 Euros a Month (And How You Can Too)
One server. One Coolify install. A full automation and business infrastructure stack that would cost hundreds per month on managed… Continue reading on Medium »

Medium · Startup
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
The Monitoring Blind Spot: How to Catch Silent Failures in Production
Most production failures don’t look like failures. Continue reading on Medium »

Medium · Startup
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
The $0 “Poor Man’s Kubernetes”: How I Kept My App Alive Without Melting My Laptop
We’ve all been there. You’ve just finished building a project you’re proud of, for me, it was NutriScan, an AI-powered nutrition tracker… Continue reading on Me

Medium · Startup
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
Kubernetes Isn’t Hard — You’re Just Using It Wrong
Why your “enterprise-grade” infrastructure is killing your startup’s velocity. Continue reading on Medium »
Medium · Startup
☁️ DevOps & Cloud
⚡ AI Lesson
3mo ago
I Had to Change IPs Across Dozens of Domains Doing It Manually Was a Mistake
It started with a simple task. Continue reading on Medium »
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