The Mirror Is Part of the Machine
The worst telemetry problems I have seen did not start with waste. They started when an incident happened. We could not see enough, and the missing field became the villain of t...
Articles tagged with Observability
Writing on logs, signals, visibility, and seeing enough to act well.
Managers Have Been Vibe Coding All Along
Everyone’s been talking about vibe coding lately. I’ve been doing it myself. two projects. and . It’s the kind of work where you don’t analyze, architect, or overthink. You star...
Balancing Act of Reliability
Once something is in production, you are no longer just building software. You are also keeping it alive. That sounds obvious, but teams forget it all the time. We get excited a...
Operational Skills Needed
Over the years, I've interviewed many candidates. One crucial skill that often gets overlooked is operational reflexes during oncalls. Surprisingly, few companies test for this,...
Data as a Product is a Promise
Domaindriven design (DDD) has been around for quite a long time. In short, DDD focuses on domain to match domain requirements. One of the pillars of DDD is bounded context. A bo...
Service Overload Strategies
Service overload happens a lot. If you haven't seen one, count yourself lucky. The first time I watched it take a system down, I realized how serious it’s to get the basics righ...
Compatibility Is a Feature
A system only reveals what it's made of when it starts changing. At first, they often look better than they are because the code is still new. The data is still fairly clean. Th...
How I Work as a Software Engineer
When I started out, I thought productivity meant speed. Ship fast, fix fast, move fast. Working in startups taught me something different. When everything around you changes con...
Local vs Production Debugging
I have been debugging this data workflow tool we built in house lately. It has an Angular UI and a Java backend, and it moves data between different systems like Postgres to Hiv...