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I’m Ravi Autar.

ML & AI engineer. I’m learning how to collaborate with AI to do my best work — and writing here about what holds up, what doesn’t, and what I’m building along the way.

Products I’ve built.

Writing.

LatestJune 20, 2026 · 7 min read

Architect-in-the-Loop: Reducing Comprehension Debt

Loop engineering is great until you notice you stopped designing. A note on comprehension debt, and what I'm doing about it.

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More soon.

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Previously at Miro, Adyen, and Creative Fabrica. Now mostly here.