@atharvashembade

Atharva Shembade

@atharvashembadeSanta Clara, USAJoined June 2026

Everyone's raising LLMs. Mine behave. Mostly.

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I spend my days building agentic systems and my nights figuring out why they broke. Occasionally I write it down so you don't have to find out the hard way.

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ASAtharva Shembadeafter-the-tutorial.hashnode.devJun 2 · 6 min read

So You Need to Re-index. I'm Sorry.

You're here because one of three things happened: You changed your embedding model because a blog post said it was better and a leaderboard backed it up. It was better. Just not for you. Your embedd

Atharva Shembade

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Atharva Shembade's blogs

Recently published

So You Need to Re-index. I'm Sorry.

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Atharva Shembade

About

Available for

Atharva Shembade's blogs

Recently published

So You Need to Re-index. I'm Sorry.