Notes from the path
Reflection, well-being, and thoughtful ideas on building AI that guides, not replaces.
Why we're building AI that shows the path, not walks it for you
Margadeshaka means "the one who shows the path." That word is a design constraint. Here's what it rules out — and what it demands of every product we ship.
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How Sakha remembers you: building an AI companion with real emotional context
A look under the hood at how Sakha turns scattered conversations into a coherent understanding of who you are — and then into guidance that actually sounds like it knows you.
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Passive video is broken. Dronacharya bets on active learning.
Watching someone else solve a problem feels like learning. It usually isn't. Here's the pedagogy behind our upcoming AI tutor.
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What "privacy first" actually means when your AI knows how you feel
What you share with Sakha is among the most personal data you can share. We treat it that way. A plain-language walk through our data commitments.
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