Engineer by trade.
Writer by choice.
Writing about what actually works in production. Cloud systems, agentic AI, and the engineering decisions behind both.
I'm Lavkesh. Senior software engineer, fifteen years in, and I still write my own code. That last part matters to me more than the title ever could.
I've shipped production systems across medical imaging, fintech, telecom, and enterprise platforms. The domains change. The hard problems don't.
Blissful Bytes is where I write about what I actually had to figure out. Engineering, AI, and the stuff between the lines.
Blissful Bytes · Latest
A misguided cache strategy taught us the cost of theoretical assumptions in production systems, where latency and consistency are a trade-off, not a checkbox.
I stopped buying books for a year and found new value in the ones I already owned, my approach to reading changed and so did I
I spent a week with no meetings, watched my team figure things out on their own, and discovered that fewer scheduled talks can boost ownership and clarity.
I still remember a code review that went horribly wrong and what I learned from it about giving and receiving feedback. My feedback had been too harsh and not constructive, focusing on criticizing the code rather than helping my colleague improve.
My first on-call rotation was a chaotic experience that taught me the value of documentation in system design. I learned more about it in one week than in years of writing code.
I spent years building a system that had grown unwieldy, forcing me to scrap it and start over. The experience taught me valuable lessons that I still apply to software development today.
Mentoring, coaching, and architecture reviews
Career advice, cloud strategy, system design, or just a focused conversation. I run free 1:1 sessions for engineers and leaders who want to think something through.