---
title: "Discussion on \"Writing PRDs That ML Engineers Actually Want to Build From\" | Hashnode"
description: "Discussion on \"Writing PRDs That ML Engineers Actually Want to Build From\". The model was functional. Legal teams tried it for a week, but stopped. Nobody wrote down what \"good\" looked like. Here's the section that fixes that."
url: "https://hashnode.com/posts/writing-ai-prds-engineers-want-to-build-from/6a38242424bdacbce77f5359"
---

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# [Writing PRDs That ML Engineers Actually Want to Build From](https://appliedailab.hashnode.dev/writing-ai-prds-engineers-want-to-build-from?utm_source=hashnode&utm_medium=feed)

The model was functional. Legal teams tried it for a week, but stopped. Nobody wrote down what "good" looked like. Here's the section that fixes that.

Jun 21 · 12 min read · appliedailab.hashnode.dev  
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-   [#ai](https://hashnode.com/tag/ai)
-   [#artificial-intelligence](https://hashnode.com/tag/artificial-intelligence)
-   [#machine-learning](https://hashnode.com/tag/machine-learning)
-   [#product-management](https://hashnode.com/tag/product-management)
-   [#product-strategy](https://hashnode.com/tag/product-strategy)
-   [#prd](https://hashnode.com/tag/prd)

## Written by

[Rijul Sarin](https://hashnode.com/@rijulsarin)

@rijulsarin · Seattle, USA

  
[View profile](https://hashnode.com/@rijulsarin)

Shipping AI products. Working smarter with AI. Sharing what I learn.

Senior Product Manager writing about two sides of AI: building AI products that work at scale, and using AI to work more effectively as a PM. I share frameworks for Applied AI product management—economics, evaluation, agent design, responsible deployment—alongside practical guides for AI-powered productivity, workflows, and decision-making. If you're building AI products or figuring out how to leverage AI in your PM workflow (or both), this is for you. Currently based in Seattle.

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