Writing

Notes in
progress

A running list of things I'm thinking through, most of it pulled from my own notes and half-finished arguments. These are rough drafts, not finished essays. I'm posting the titles and the gist early, partly to make myself write them.

Work in progress · personal notes
EducationDecember 2024Draft

Educating together

The highest-leverage thing we can do for education is make it easy for parents to learn alongside their kids. A case for tightening the loop between kids, parents, schools and communities, and for treating learning intent as the real asset.

PersonalJuly 2025Seed

Raising kids across two cultures

A father's first-principles toolkit, reconciled across two value systems: a South Indian upbringing and the Swedish world my sons are growing up in. What I chose to carry over, what I let go of, and the questions I still haven't answered.

Education · BuildingJanuary 2026Seed

I built a coding tutor for my sons

A build log. A sandboxed, browser-based coding classroom where each kid gets a container and a terminal in the tab, no setup and no IDE, with an AI tutor alongside. Why I built it, and what I learned watching them use it.

AI · LearningMay 2025Draft

Thinking like an AI teacher

Two lenses for building learning tools. As a teacher: know the learner, assess gently, actually care that they progress. As a technologist: every early AI product is skeuomorphic, so you change one variable at a time to find what's genuinely new.

AI · SocietyJanuary 2026Seed

What AGI does to my kids' world

AGI's economic upheaval through the two lenses I actually hold: a parent of young kids, and an engineering director whose own role it reshapes. Less forecast, more "what does this mean for them, and for me?"

EngineeringApril 2024Draft

Rethinking speed: the Information Highway

Teams don't move fast because they're handed autonomy. They move fast when information travels quickly between the people making decisions. A case for small bets in one direction, and for leaders who set direction instead of watching the work.

AI · ProductsJanuary 2025Note

Context is the real product

Context constrains the search space, clarifies intent, and cuts compute. For anything built on a general model, managing context about the user and the material is the real differentiator, not the model. Plus a note on stress-testing your own strategy before you commit to it.

IdeasNovember 2024Draft

Smart people mistake complexity for insight

Intelligent people are uniquely prone to confusing complexity with depth: the ten-page memo that should be one page, the system that costs twice as much and impresses everyone. Mastery is the elegant simplicity that cuts through.