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If SaaS Is Dead, Linear Didn't Get the Memo

Overview

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If SaaS Is Dead, Linear Didn't Get the Memo

AI & I

Apr 01
AI & I

AI & I

Apr 01
OverviewShownoteHighlightsTranscriptChaptersPins

Shownote

Founded in 2019, Linear is the rare company started pre-ChatGPT to have successfully reinvented itself as an agent-native business. On this episode of AI & I, Dan Shipper sat down with Karri Saarinen, cofounder and CEO of the product management tool, to di...

Highlights

In this episode, Dan Shipper speaks with Karri Saarinen, cofounder and CEO of Linear, about how the company has thoughtfully integrated AI not as a bolt-on feature but as a foundational layer that augments human judgment and workflow coherence.
00:00
Linear serves as a system for guiding agents and building context in the SaaS era
04:33
Simply integrating a ChatGPT-like chatbot isn't useful
05:10
Linear aims to understand workflows and what's valuable, adding a chat interface
07:46
We had no pressure from investors to launch AI features earlier—we waited for real value
15:03
Coding agents can do the first pass on bug fixes, and there's a good workflow in Linear for code review
20:37
Shortening the loop to make actions immediate rather than waiting
27:37
With AI, it's hard to determine the usefulness of tools due to non-deterministic LLMs
35:35
Usage-based billing is necessary for coding agents due to high token costs
46:16
Linear avoids being a 'kitchen sink' product and instead focuses on accelerating the natural next steps in the development workflow.
47:48
In the next five years, product development will have more self-driving aspects, with features acting like agents making decisions based on input and context

Chapters

Introduction
00:00
Why Linear waited to ship AI features instead of rushing to chatbots
02:00
Linear's agent platform and becoming the system that guides AI agents
05:06
Why "SaaS is dead" is a simplistic narrative
07:42
How Linear adopted AI coding tools
12:18
AI's impact on product building workflows—speed versus thoughtfulness
17:45
The value of conceptual work and thinking before shipping
22:18
How AI is reshaping Linear's product strategy
29:30
Demo: Linear's agent skills, shared context, and code review workflow
37:18
The future of product development and the enduring role of human judgment
47:48

Transcript

Karri Saarinen: Everyone will have many agents, and companies will build their own agents. Linear becomes kind of like a system for guiding the agents and like building this context. Dan Shipper: This is the perfect business for this era because it's stil...