Episode 233: How Linear Builds Tools Developers Actually Want with Nan Yu

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Jul 23, 2025

Nan Yu, Head of Product at Linear, is on a mission to redefine project management tools for software development. In a lively chat, she discusses how Linear minimizes friction in workflows, allowing developers to enjoy their craft again. Nan also dives into the evolving role of AI, emphasizing its power to automate tedious tasks and enhance product strategies aligned with company goals. Discover her thoughts on the importance of understanding user needs deeply and the shift towards milestone-based development in Agile environments.

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INSIGHT

Rethink Fixed Scopes and Estimates

Fixed scopes and estimates are often unrealistic for software projects.
Linear encourages milestone-based development with flexible investment and capacity planning.

ADVICE

Ship Early and Iterate

Aim to deliver a plausibly shippable version of a feature as early as possible.
Subsequent work is iterative refinements and enhancements, not a wait for perfect launch.

ANECDOTE

Escalating Beta Deployment

Linear deploys features through escalating rings of users from internal first, to private beta, to public beta.
By full production, the product is often at version six due to feedback and iteration.

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Join Melissa Perri as she sits down with Nan Yu, Head of Product at Linear, to explore how Linear is reshaping project management tools for software development. This episode delves into creating seamless user experiences, the evolving role of AI in product management, and the importance of aligning product strategy with company goals.

In this engaging conversation, Nan shares insights on how Linear is designed to enhance software development, the strategies for balancing feature requests with strategic development, and the role of AI in reducing administrative burdens for product managers. If you're looking to understand how to align product strategy with real-world customer needs while leveraging cutting-edge technology, this episode is a must-listen.

Don't miss out on this insightful discussion! Tune in to learn how to elevate your product management skills and strategies.

You’ll hear us talk about:

08:00 - Restoring the Joy in Software Development

Nan Yu explains how Linear aims to bring back the fun in software development by minimizing friction and enhancing user experience, allowing developers to focus on creating.

21:00 - Rethinking Estimation and Capacity

Discussing the challenges of scope and estimation in Agile environments, Nan provides insights on how Linear encourages milestone-based development rather than fixed scopes.

40:00 - AI's Role in Streamlining Workflows

Nan talks about the impact of AI on product management, highlighting how AI can take over routine tasks, allowing PMs to focus on strategic and customer-focused activities.

Episode resources:

Nan on X: https://x.com/thenanyu

Linear: https://linear.app/

Check our new course: https://productinstitute.com/p/mastering-product-strategy-overview

Timestamps:

00:00 Coming Up

02:38 Dear Melissa

06:57 Getting into Linear

14:54 Making Linear engaging for developers and PMs

22:58 Capacity, estimation, and internal collaboration

29:58 AI’s role in streamlining PM workflows

36:07 Linking strategy to execution and future trends

40:45 Advice to younger self