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Traversal emerges from stealth with $48 million from Sequoia and Kleiner Perkins to reimagine site reliability in the AI era

They met at 10 p.m. each weeknight, after class at Columbia University. Sometimes talking over Zoom until 2 AM, Anish Agarwal, Raaz Dwivedi, Ahmed Lone, and Raj Agrawal talked about what it might mean to walk away from their lives—for a startup. All academics in some form or fashion, the group swapped ideas at the intersection of their research: causal machine learning, reinforcement learning, and AI agents. For Agarwal, the decision wasn’t to be taken lightly. That semester, he’d just started a...

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