Sandhya
@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
519 Photos and videos
Presenting.. the most underinvested artifact by PMs building agents.
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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
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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 In January 2025, we first started debating the “death” of software. Anthropic had just

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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 Most enterprise AI agent launches end up stagnant - not improving over time once shipped. Roadmapping/product review processes don't work AI product teams need to build a flywheel system to hill
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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

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