#Observability

Writing on logs, signals, visibility, and seeing enough to act well.

October 5, 20253 min read

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...

October 6, 20249 min read

Balancing Act of Reliability

Software development involves both creating and maintaining systems. Once you put anything into production, reliability becomes critical. When your systems are not reliable, you...

June 5, 20246 min read

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,...

April 7, 202226 min read

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...

December 29, 202114 min read

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...

December 12, 201615 min read

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...

September 13, 20165 min read

You Cannot Fix What You Cannot See

I have been working on this data discovery tool for a while, and it keeps showing me how messy our systems really are. The idea behind it is simple. Crawl every database we have...

October 15, 20155 min read

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...