Loading video...

Video Failed to Load

There was a problem loading this video. This could be due to a temporary network issue or the video might be unavailable.

Quick video on how I use Linear Agent in product work. For feature requests, I want to understand the broader pattern, not just react to one ask. Here, it pulled from 40k+ customer requests to help me think through whether Linear should have team docs.

Karri Saarinen

89,449 subscribers

237,273 views • 4 months ago •via X (Twitter)

Education Science & Technology

Anya Rossi• Live Now

Private livecam show

0 Comments

No comments available

Comments from the original post will appear here

Related Videos

Team Docs beta for Linear. One of our most requested features In this video, I continue the journey and show how we use Linear, Figma, and Slack to build these features + how Team Docs & Home works. If you want to try it, reply with your workspace name

Team Docs beta for Linear. One of our most requested features In this video, I continue the journey and show how we use Linear, Figma, and Slack to build these features + how Team Docs & Home works. If you want to try it, reply with your workspace name

Karri Saarinen

223,592 views • 2 months ago

Common Linear workflow we have internally: from Slack message to merged code in minutes. User asked about MCP team docs support, Linear agent checked the code to verify if it's true then started coding session to add it. Code was then reviewed, improve and merged through Diffs.

Common Linear workflow we have internally: from Slack message to merged code in minutes. User asked about MCP team docs support, Linear agent checked the code to verify if it's true then started coding session to add it. Code was then reviewed, improve and merged through Diffs.

Karri Saarinen

31,732 views • 2 months ago

I think you need to understand how cool and good the Codex sub-agent feature is. For example, here is the perfect task for parallel agents: cleaning and refactoring components based on a skill. So I ask Codex to split the work to speed things up.

I think you need to understand how cool and good the Codex sub-agent feature is. For example, here is the perfect task for parallel agents: cleaning and refactoring components based on a skill. So I ask Codex to split the work to speed things up.

Thomas Ricouard

55,852 views • 6 months ago

Introducing Index – the new planning tool for Product Managers on Linear. ➡️ Product leaders have long deserved a modern experience for product planning and discovery. Something powerful, flexible, and integrated with the latest tools. That’s why we built Index (Index), the new standard for Product Management: 1. Every layout at your fingertips Breeze through planning with a whiteboard, table, roadmap, or board available every step of the way. One place to go, infinite flexibility, and context on your projects carried throughout. 2. Built for B2B Product Management Natively connect to your customer context, leveraging their requests, insights, and feedback all in one place. Index connects to Hubspot, Intercom, Dovetail, Attio, Gong, and more – so you can back up your vision with customer evidence. 3. The product-native companion to Linear To build a true companion to Linear for PMs, we knew we had to raise the bar. Interactions are instant, every layout is collaborative, and it fits Linear like a glove with native sync. We're live today, and you can pre-order now at

Introducing Index – the new planning tool for Product Managers on Linear. ➡️ Product leaders have long deserved a modern experience for product planning and discovery. Something powerful, flexible, and integrated with the latest tools. That’s why we built Index (Index), the new standard for Product Management: 1. Every layout at your fingertips Breeze through planning with a whiteboard, table, roadmap, or board available every step of the way. One place to go, infinite flexibility, and context on your projects carried throughout. 2. Built for B2B Product Management Natively connect to your customer context, leveraging their requests, insights, and feedback all in one place. Index connects to Hubspot, Intercom, Dovetail, Attio, Gong, and more – so you can back up your vision with customer evidence. 3. The product-native companion to Linear To build a true companion to Linear for PMs, we knew we had to raise the bar. Interactions are instant, every layout is collaborative, and it fits Linear like a glove with native sync. We're live today, and you can pre-order now at

Simon Kubica

66,094 views • 1 year ago

SaaS isn’t dead, it just needs to become agent-native. Linear (Linear) is a great example of how: They pivoted the product to be used by both humans and agents, and that has made them one of the premier software tools in the agent-native era. I had Linear’s cofounder and CEO Karri Saarinen on Every 📧's AI & I to talk about how a product management tool for human software developers became an agent-native tool—and how Linear’s trajectory reveals a bright future for SaaS businesses: - Speed means decisions matter more, not less. AI makes it easy to have an idea and build it without considering whether its existence is justified. When ChatGPT was released, SaaS companies were launching their own chatbots left, right, and center. Instead of jumping on the bandwagon, Linear stopped to consider whether the application was useful. (It wasn’t.) - Just because the technology has changed doesn’t mean your mission should. Karri attributes Linear’s success to never losing sight of what matters: helping teams develop great software. Instead of chasing trends, Linear focused on understanding how AI was impacting its customers’ workflows—and updating its product accordingly. - Agents are now first-class users. Linear never tried to change what it was or did well; it just expanded the user base. Companies can now kick off agents inside Linear, manage them, and track what they're working on alongside the humans on the team, which explains why Codex, Coinbase, and Brex all run their agents on Linear. This is a must watch for anyone interested in how an agent-native SaaS company operates. Watch below! Timestamps: Introduction and how Every first discovered Linear: 00:00:39 Why Linear waited to ship AI features instead of rushing to chatbots: 00:02:00 Linear's agent platform and becoming the system that guides AI agents: 00:05:06 Why "SaaS is dead" is a simplistic narrative: 00:07:42 How Linear adopted AI coding tools internally: 00:12:18 AI's impact on product building workflows—speed versus thoughtfulness: 00:17:45 The value of conceptual work and thinking before shipping: 00:22:18 How AI is reshaping Linear's product strategy: 00:29:30 Demo: Linear's agent skills, shared context, and code review workflow: 00:37:18 The future of product development and the enduring role of human judgment: 00:47:48

SaaS isn’t dead, it just needs to become agent-native. Linear (Linear) is a great example of how: They pivoted the product to be used by both humans and agents, and that has made them one of the premier software tools in the agent-native era. I had Linear’s cofounder and CEO Karri Saarinen on Every 📧's AI & I to talk about how a product management tool for human software developers became an agent-native tool—and how Linear’s trajectory reveals a bright future for SaaS businesses: - Speed means decisions matter more, not less. AI makes it easy to have an idea and build it without considering whether its existence is justified. When ChatGPT was released, SaaS companies were launching their own chatbots left, right, and center. Instead of jumping on the bandwagon, Linear stopped to consider whether the application was useful. (It wasn’t.) - Just because the technology has changed doesn’t mean your mission should. Karri attributes Linear’s success to never losing sight of what matters: helping teams develop great software. Instead of chasing trends, Linear focused on understanding how AI was impacting its customers’ workflows—and updating its product accordingly. - Agents are now first-class users. Linear never tried to change what it was or did well; it just expanded the user base. Companies can now kick off agents inside Linear, manage them, and track what they're working on alongside the humans on the team, which explains why Codex, Coinbase, and Brex all run their agents on Linear. This is a must watch for anyone interested in how an agent-native SaaS company operates. Watch below! Timestamps: Introduction and how Every first discovered Linear: 00:00:39 Why Linear waited to ship AI features instead of rushing to chatbots: 00:02:00 Linear's agent platform and becoming the system that guides AI agents: 00:05:06 Why "SaaS is dead" is a simplistic narrative: 00:07:42 How Linear adopted AI coding tools internally: 00:12:18 AI's impact on product building workflows—speed versus thoughtfulness: 00:17:45 The value of conceptual work and thinking before shipping: 00:22:18 How AI is reshaping Linear's product strategy: 00:29:30 Demo: Linear's agent skills, shared context, and code review workflow: 00:37:18 The future of product development and the enduring role of human judgment: 00:47:48

Dan Shipper 📧

36,359 views • 4 months ago

Yeah I didn’t know. I get over a dozen Cameo requests everyday for me to shoutout fans, friend groups, Roblox communities, etc. I unfortunately didn’t think twice. I just assumed it was some stupid Gen Alpha slang like the plethora of other requests I get. 100% on me. Here’s my full video response talking about it that I posted on TikTok. I reported the Cameo accounts requesting these though. Going to talk to my legal team in the morning about getting these videos taken down. And as described in the video, going to start heavily limiting what Cameo requests I take. I probably don’t need to say this, as it should be obvious, but I am not an incel. 😭😭😭

Yeah I didn’t know. I get over a dozen Cameo requests everyday for me to shoutout fans, friend groups, Roblox communities, etc. I unfortunately didn’t think twice. I just assumed it was some stupid Gen Alpha slang like the plethora of other requests I get. 100% on me. Here’s my full video response talking about it that I posted on TikTok. I reported the Cameo accounts requesting these though. Going to talk to my legal team in the morning about getting these videos taken down. And as described in the video, going to start heavily limiting what Cameo requests I take. I probably don’t need to say this, as it should be obvious, but I am not an incel. 😭😭😭

KreekCraft

64,613 views • 11 days ago

Ora just released the Trustpilot for AI agents 🤯 Every agent faces the same question: "which product should I use for my user?" Now they can ask ora. One MCP call returns a ranked list of agent-ready products, scored and reviewed by other agents who tried them first. Add it to OpenClaw, Hermes or any other agent in 30 seconds. Check out the docs here:

Ora just released the Trustpilot for AI agents 🤯 Every agent faces the same question: "which product should I use for my user?" Now they can ask ora. One MCP call returns a ranked list of agent-ready products, scored and reviewed by other agents who tried them first. Add it to OpenClaw, Hermes or any other agent in 30 seconds. Check out the docs here:

Assaf Elovic

16,919 views • 3 months ago

Nowgrep sneak peak: New UI written from scratch, CPU rendered. I many plans for UX features and designs that I want to try. Let me know if you have any feature requests for the beta release. If you want to stay updated on Nowgrep go to

Nowgrep sneak peak: New UI written from scratch, CPU rendered. I many plans for UX features and designs that I want to try. Let me know if you have any feature requests for the beta release. If you want to stay updated on Nowgrep go to

Charlie Malmqvist

11,598 views • 10 months ago

How exactly do OTA Updates work for mobile apps? Our CTO, James Ide, gives a nice clear description here of what OTA updates are, how they work, and how you should think about using them. Use Expo MCP and ask your agent to configure OTA updates for you. • MCP Docs: • OTA Docs:

How exactly do OTA Updates work for mobile apps? Our CTO, James Ide, gives a nice clear description here of what OTA updates are, how they work, and how you should think about using them. Use Expo MCP and ask your agent to configure OTA updates for you. • MCP Docs: • OTA Docs:

Expo

15,872 views • 9 days ago

🚨 I have been informed that requests for financial investments have been made using my name. Please note urgent ‼️ I am not the one making these requests. The video and the website are FAKE. Stay alert and do not respond or help to such messages. 🛑

🚨 I have been informed that requests for financial investments have been made using my name. Please note urgent ‼️ I am not the one making these requests. The video and the website are FAKE. Stay alert and do not respond or help to such messages. 🛑

John Christodoulou 🇨🇾

37,594 views • 1 year ago

"I'm not here for anyone else except for me, and also I have nothing to prove...I'm here for me cause I want to be here... No one has put in the work, I put in the work" - Venus Williams 👑

"I'm not here for anyone else except for me, and also I have nothing to prove...I'm here for me cause I want to be here... No one has put in the work, I put in the work" - Venus Williams 👑

VeeStar 🌟

24,100 views • 26 days ago

"I'm not here for anyone else except for me, and also I have nothing to prove...I'm here for me cause I want to be here... No one has put in the work, I put in the work" - Venus Williams 👑

"I'm not here for anyone else except for me, and also I have nothing to prove...I'm here for me cause I want to be here... No one has put in the work, I put in the work" - Venus Williams 👑

VeeStar 🌟

165,695 views • 1 year ago

I created a social listening AI agent that conducts research using customer reviews. Here’s a quick demo on how to use it. Currently in beta, let me know if you’d like access to try it

I created a social listening AI agent that conducts research using customer reviews. Here’s a quick demo on how to use it. Currently in beta, let me know if you’d like access to try it

Alex Cooper

15,937 views • 1 year ago

#F1 | Lewis Hamilton believes the team is very well equipped to take on the 2026 season: “Just to be in Fiorano, you know, to be at Ferrari, to be here, to know that this is a start of a long journey, but one that I know that it just feels right, I think the team is in the best place it’s been, I think, for the time I’ve been here. And seeing everyone so motivated and driven, I think we’re really on it.” “We’ve got a lot of work to do to really make sure we do all the diligence and we really understand this car and we really have to be quick to react, be very dynamic but I feel like all hands are on deck so I’m sure we can do that.”

#F1 | Lewis Hamilton believes the team is very well equipped to take on the 2026 season: “Just to be in Fiorano, you know, to be at Ferrari, to be here, to know that this is a start of a long journey, but one that I know that it just feels right, I think the team is in the best place it’s been, I think, for the time I’ve been here. And seeing everyone so motivated and driven, I think we’re really on it.” “We’ve got a lot of work to do to really make sure we do all the diligence and we really understand this car and we really have to be quick to react, be very dynamic but I feel like all hands are on deck so I’m sure we can do that.”

deni

23,078 views • 6 months ago

I read the RLM paper and it’s like, this is the simplest way to do solve a general problem, seriously it’s just this simple. Love this kind of vibe. Last one like this for me was the ReAct paper from 4 years ago, and that one defined agent we use today. I made a visualization to help understand how RLM works.

I read the RLM paper and it’s like, this is the simplest way to do solve a general problem, seriously it’s just this simple. Love this kind of vibe. Last one like this for me was the ReAct paper from 4 years ago, and that one defined agent we use today. I made a visualization to help understand how RLM works.

Eric Zhu

45,121 views • 3 months ago

“I want to win the league, I want to win the league with you.” “I’m not a dictator, if you have something to say come and say it in front of everyone.” “I want people to work. Work for the team. Work for the club. Work for your team mates. “ Elite mentality

“I want to win the league, I want to win the league with you.” “I’m not a dictator, if you have something to say come and say it in front of everyone.” “I want people to work. Work for the team. Work for the club. Work for your team mates. “ Elite mentality

B.E.N.Z.O

23,955 views • 2 months ago

here's an awesome coding workflow i found: i was tired of giving claude/codex the right places to look in the docs and also tired of waiting for it to explore through shit ton of files to give me an answer.... consuming tons of tokens and time i ALSO dont want to have shit ton of unnecessary files. so, i use webpull with SMFS - i just pull an entire website into a 'docs' folder, and then let the agent figure things out. 90% of the times, it WILL one shot find the answer. and then i can unmount it/ bring it to my other projects with just one command BTW smfs will work with skills, docs, anything. wherever there's filesystem search, mount smfs, and watch your agent get much better 🔥

here's an awesome coding workflow i found: i was tired of giving claude/codex the right places to look in the docs and also tired of waiting for it to explore through shit ton of files to give me an answer.... consuming tons of tokens and time i ALSO dont want to have shit ton of unnecessary files. so, i use webpull with SMFS - i just pull an entire website into a 'docs' folder, and then let the agent figure things out. 90% of the times, it WILL one shot find the answer. and then i can unmount it/ bring it to my other projects with just one command BTW smfs will work with skills, docs, anything. wherever there's filesystem search, mount smfs, and watch your agent get much better 🔥

Dhravya Shah

13,828 views • 3 months ago

lando on the new suspension: “it's something the team believes might give me more feeling. i just roll with that. my faith in the team and my belief in them thinking this might help is not a guarantee, but it might. that's it. yes, i've won two races since. i was quick in canada. i'm not going to say it's down to that, honestly. i want to put more of it down to my hard work, my work i've been doing away from the track with my team”

lando on the new suspension: “it's something the team believes might give me more feeling. i just roll with that. my faith in the team and my belief in them thinking this might help is not a guarantee, but it might. that's it. yes, i've won two races since. i was quick in canada. i'm not going to say it's down to that, honestly. i want to put more of it down to my hard work, my work i've been doing away from the track with my team”

ray

23,384 views • 1 year ago

Durbin to Bhattacharya: "I can't understand it. I disagree with this administration on so many things. But this is the one that really gets to me personally. To think that this nation would walk away from medical research. For God's sake ... cancer ... your budget requests a 38% cut to the National Cancer Institute."

Durbin to Bhattacharya: "I can't understand it. I disagree with this administration on so many things. But this is the one that really gets to me personally. To think that this nation would walk away from medical research. For God's sake ... cancer ... your budget requests a 38% cut to the National Cancer Institute."

Aaron Rupar

769,639 views • 1 year ago

Context Conversations If you have ever tried Notion and are curious on how you can get the most out of it, you'll enjoy this behind-the-scenes! Sam Catania has one of the best personal and workplace setups: - A personal dashboard for his docs, meetings, customer insights - 1-click flows for engineering to join customer calls - Custom agents that help file directly into Linear from Slack, powered by Notion Workers I've been at Notion for for 95 days now and the biggest opportunity is the gap between how most people use the product vs. how powerful it can be. Closing the gap is now a sidequest of mine :)

Context Conversations If you have ever tried Notion and are curious on how you can get the most out of it, you'll enjoy this behind-the-scenes! Sam Catania has one of the best personal and workplace setups: - A personal dashboard for his docs, meetings, customer insights - 1-click flows for engineering to join customer calls - Custom agents that help file directly into Linear from Slack, powered by Notion Workers I've been at Notion for for 95 days now and the biggest opportunity is the gap between how most people use the product vs. how powerful it can be. Closing the gap is now a sidequest of mine :)

Varadh Jain

38,027 views • 1 month ago