@sandhya

Co-founder @Calibre_Labs | Applied AI research & consulting | Agents, AI Evals | prev EVP @amplitude_HQ | VC @khoslaventures @sequoia | @stanford @iitbombay

blog.calibrelabs.ai
Joined May 2009
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519Media

How agents became great

A year ago, in Oct 2025, @karpathy announced on Dwarkesh’s podcast that agents were far from good.

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Presenting.. the most underinvested artifact by PMs building agents.

Eval rubrics that drive your AI strategy

In our work at Calibre with AI product teams, @justinjbauer and I are often surprised by how many PMs have never written an eval rubric. Even those building agents with customers in production won’t…

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Your Agent's incentives aren't yours. Yet.

Sam told us intelligence would be “too cheap to meter" but so far, the AI industry seems to be doing a pretty thorough job of metering it - to the count of ~$200B in annualized revenue as of last mo…

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The New Software: CLI, Skills & Vertical Models

In the era of agent experience, performance will become the new competitive advantage for great SaaS companies

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AI and Talent Gravity

It's become almost banal to talk about talent density in Silicon Valley, but at this moment, AI is creating a new pattern. Teams and companies that haven't embraced it are at risk of having their best…

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Building your AI Product Flywheel

TLDR

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Launching Calibre

In huge personal news, @justinjbauer and I started a new company last year - Calibre. We are an applied AI research and consulting firm. We aim to work with CXOs and product leaders to help launch h…

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