I’m Tamil Selvan R S — a Senior Engineering Manager working across product, platform, and execution systems. Over the years I’ve helped teams scale customer-facing experiences, reduce operational load, and build predictable delivery in messy environments.

But the questions that keep pulling me back are human ones:

  • What creates sustained motivation in remote teams?

  • How do we build psychological safety without lowering the bar?

  • What does “care” look like in leadership when stakes are high?

  • How do children learn without turning learning into pressure?

I’m also running a few personal experiments—building an AI-assisted learning OS with my daughter, and tinkering with agentic workflows as a builder/learner.

This newsletter is where I write to clarify what’s working, what’s not, and what I’m trying next.

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