$ cat post/a-diff-i-once-wrote-/-we-shipped-it-on-a-friday-night-/-i-wrote-the-postmortem.md

a diff I once wrote / we shipped it on a Friday night / I wrote the postmortem


Title: December’s Debug: Unraveling Kubernetes’ Knotty Issues


December 1, 2014. The air is crisp as I sit down to reflect on another month of tech challenges and victories. Kubernetes has been in my life for a few months now, and it feels like every day brings a new wrinkle or knot to untangle.

The Early Days with Kubernetes

Kubernetes was announced by Google at the end of 2014, and I remember the excitement when CoreOS unveiled Rocket, their own container runtime. But as we dove into using Kubernetes in our infrastructure, reality quickly set in: it’s not a walk in the park.

One particularly knotty issue cropped up during a weekend where I was responsible for keeping things running. We had recently moved some of our services to Kubernetes, and everything seemed fine until all hell broke loose. Suddenly, half of our containers were failing to restart after crashing. Logs showed no obvious errors, just cryptic messages about OOM (Out Of Memory) kills.

Debugging the Knot

I spent hours staring at the logs, trying to piece together what was going on. I checked our configuration files, ensuring we had the right limits set for memory and CPU. I even tried lowering these limits in an attempt to buy more time before the OOM killer did its work. But nothing changed.

It wasn’t until a colleague suggested looking at the system’s overall memory usage that I hit upon something. Turns out, our nodes were running so close to their limits that Kubernetes was struggling to schedule new pods. Once we raised the memory limit on the nodes and added some more headroom for each container, things started to stabilize.

The Learning Curve

This experience highlighted both the power and the complexity of Kubernetes. It’s a sophisticated tool that requires careful tuning and management. The learning curve is steep, but it’s also incredibly rewarding when you can orchestrate complex services with ease.

Looking back at the Hacker News headlines from this month, it feels like the tech world was buzzing about all sorts of big changes. NASA sending humans to Mars? Sure, why not? Building your own OS in 1980s hardware? Why not indeed!

But for me, Kubernetes remains a focal point. It’s still a work in progress, and there are plenty more knots to untangle. But with each challenge comes growth, and that’s what makes it all worthwhile.

Moving Forward

As we continue to integrate Kubernetes into our infrastructure, I’m confident that with the right setup and tuning, it will become an invaluable tool. The key is keeping a close eye on resource usage and making sure everything is properly configured from day one. And when things do go wrong, you just have to roll up your sleeves and get those knots untangled.

So here’s to another month of tech challenges and triumphs. Here’s to Kubernetes, which has both frustrated me and taught me a lot about container orchestration. And here’s to the next knot that needs unraveling!


In conclusion, December 2014 was a month filled with both technical challenges and personal growth in my journey with Kubernetes. The tech world was buzzing with excitement, but for us, it was all about keeping our infrastructure running smoothly.