$ cat post/a-segfault-at-three-/-the-interrupt-handler-failed-/-the-cron-still-fires.md

a segfault at three / the interrupt handler failed / the cron still fires


Title: Kubernetes and Me: A Love-Hate Relationship


February 19, 2018 was a Monday. I woke up early as usual, coffee brewing in the kitchen, and started my day by checking Hacker News. The headline “SpaceX’s Falcon Heavy successfully launches” jumped out at me, but my mind wandered to the Kubernetes community channel on Slack where an engineer had just posted about a bug he found.

I’m one of those engineers who got caught up in the container wars early on. I remember when Docker was first released, it felt like magic—a simple way to package your application and its dependencies into a portable unit. But as our team moved from virtual machines to containers, Kubernetes became the elephant in the room that you couldn’t ignore.

I started working with Kubernetes around 2016 after one of my teams at work was tasked with building a microservices architecture. At first, it felt like we were all learning the language of birds. YAML files littered our dev and ops directories, and we spent more time debugging than writing actual code. But slowly, as we got used to the syntax, we started to see the benefits: automated deployments, rollbacks, and scaling.

Fast forward to February 2018, and Kubernetes had become a full-fledged member of our team’s development stack. We were running multiple clusters in different environments—staging, production, and even a couple of test clusters. Our infrastructure was growing like kudzu, with each service requiring its own set of secrets, services, and ingress rules. It was becoming increasingly difficult to manage all these moving parts.

One day, we decided to standardize our approach by using Helm charts for our applications. The idea was simple: have a single repository where everyone could find the configuration templates for their services, and then use Helm to render them into actual Kubernetes manifests. This seemed like a perfect fit—standardization and ease of deployment were key goals for us.

However, as with any new technology, we encountered some bumps along the way. Our first attempts at using Helm led to more chaos than order. We quickly realized that while Helm was great for packaging templates, managing dependencies between charts wasn’t straightforward. Some services required specific versions of libraries or even different operating system distributions, which made our lives miserable.

We had a team meeting to discuss how we could improve the situation. The room was filled with heated debates: should we stick with Kubernetes and try harder, or maybe switch to another orchestration tool? I argued for sticking with Kubernetes because it was battle-tested and had an active community. But the frustration of constantly debugging Helm charts was palpable. Someone suggested looking into Istio for service mesh, which could potentially help us manage our inter-service communication better.

As we continued down this path, I found myself spending more time on documentation and troubleshooting than coding. It felt like every non-trivial change required a detailed review process to ensure everything worked as expected. The sheer number of moving parts in Kubernetes meant that even small changes could have unintended consequences.

But here’s the thing—despite all the headaches, there was an underlying joy in seeing our services scale and operate more reliably with each update. Kubernetes allowed us to embrace microservices architecture without the constant fear of a cluster-wide failure. It taught us resilience and fault tolerance through its chaos testing tools like Chaos Monkey.

As I write this, I’m still debugging a Helm chart issue that’s preventing one of our critical services from deploying properly. But it feels good knowing that with every problem we solve, our system becomes more robust. The learning curve is steep, but the payoff in terms of flexibility and automation is worth it.

So here’s to Kubernetes and all its quirks. It’s a love-hate relationship for sure, but I wouldn’t have it any other way. After all, without the struggles, there would be no growth.