$ cat post/the-swap-filled-at-last-/-the-version-pinned-to-never-/-no-rollback-existed.md

the swap filled at last / the version pinned to never / no rollback existed


Title: The Month That Everything Changed


October 21, 2024—This month has been a whirlwind. I’m writing this from the depths of our ops center, where the sound of servers and air conditioning hum in the background. October was filled with tech trends that have me questioning everything I thought I knew about my field.

The AI Tsunami

First off, the AI landscape exploded further post-ChatGPT. It’s hard to believe how much the industry has changed since then. We’re now dealing with an overwhelming number of LLMs and their infrastructure needs. Our platform engineering team had a tough month arguing over which flavor of PyTorch was best for our models—yes, even in ops, we debate libraries. The ChatGPT Search craze has also hit us hard; everyone wants to integrate it into their systems, but the reality is that our current stack isn’t quite there yet.

WebAssembly on Server

WebAssembly (Wasm) is everywhere now, and not just for browsers. Our platform team has been pushing Wasm harder into the server side. It’s like seeing a new tool in your toolbox—exciting at first, but let’s face it, we’re still figuring out all the ways to use it effectively. One of my colleagues spent days wrestling with performance issues trying to run a complex ML model using Wasm. The debugging sessions were epic—the kind where you think you understand everything until you don’t.

FinOps and Cost Pressure

Speaking of tools, our FinOps teams are going through hell. With DORA metrics widely adopted, we’re under more pressure than ever to ship, ship, and ship again. But the cloud providers aren’t making it easy. Costs have gone through the roof, and everyone is watching their spending like a hawk. I had to cut my nails down to stubs just to keep track of every line item in our budget. The term “FinOps” has become a daily battle zone.

Developer Experience as Discipline

Developer experience (DX) is now a full-fledged discipline. Every tech talk and conference session I’ve attended this month has had DX as one of the main themes. We’re trying to make sure that every developer can focus on writing code without worrying about the infrastructure. But let’s be real, sometimes we get caught up in making everything too complicated. My team spent a whole day trying to figure out why our CI/CD pipeline wasn’t working properly because someone accidentally added an extra space in a Dockerfile. Small stuff, but it can slow you down.

The Busy Status Bar

The “Busy Status Bar” story really hit home this month. It’s one of those times when the whole world is busy, and everyone feels like they’re fighting to keep up. There was a bug that caused all these bounties for a backdoor in Zendesk. The irony didn’t escape me—here we are, worrying about FinOps while a company might have been compromised by a bad actor. It’s a reminder that the security of our systems is always on my mind.

Conclusion

This month has taught me a lot. I’m not sure if it was worth it, but there’s no denying that we’re living in an era where change is constant and fast. The AI revolution continues to push us, FinOps pressures don’t seem to be going away anytime soon, and DX is becoming as critical as the code itself.

As for me? I’m back to my usual self—shuffling through bugs, arguing about tools, and trying to keep up with everything. But that’s what keeps it interesting. The only thing I can do is keep writing my blog posts and hoping they provide some comfort or insight to others who are navigating the same choppy waters.

Until next time,

Brandon