Our bug autofix loop in @linear has fixed 300+ bugs in the last 30 days. The team set it up as part of triage: it connects to Datadog and Sentry to investigate issues, then assigns them to Linear’s coding agent to fix

Over 1000 PRs later, Linear migrated from styled-components to @stylexjs. What began as performance optimization gave us better defaults for humans and agents alike. Our engineer @kenneth_skovhus on what we learned:

Damn: 160 employees $100M revenue 177% net revenue retention (a customer who spent $100 a year ago now spends $177) Full-remote Basically no emails Obsessed with performance Some of the best engineers I worked with before now work at Linear Linear is 🔥

Linear’s "Copy as prompt" is such a quiet power feature. One click and I get the parent issue, comments, attachments, and a clean customizable prompt. I just paste it into a new workspace and the agent already has full context. Really well done @linear.

Good look at how we're building products using AI at Coinbase. Trying to adopt AI into the way you used to work is wrong. It may be hard to accept, but the game has changed. You need to update the way that you work.

Interesting aspect is both user usage is up, and mcp is up. And kind of makes sense that as agents do more work, you can parallelize more, the mcp usage becomes more too. @linear is both destination and source for agents and humans

Our AI in Design case study featuring @linear is live! A couple things stood out to me right away as we were talking to @karrisaarinen and team about how they use AI in their flow - 1. They go waaay deeper with AI before doing any work that most teams would categorize as “design” though they rightfully see it as a key part of the design process. This means asking AI for info on how a UI came to be, who has worked on it historically, why a certain change might work or not, etc. They really use AI to deeply understand the problem they’re about to tackle. 2. The way they use AI within Linear gives them a crazy advantage. Imagine asking something like: “What designer has touched this feature in the last 5 years and why does it work the way it does?” Good luck getting a good answer for this at most companies. At Linear they have all that context IN Linear… it’s a huge advantage they have and one they utilize to no end. This approach is an incredible way to save unnecessary iterations and ensure you’re building a product that’s moving the company in the right direction. Lots more great insights and examples in the full case study here -

I can't recommend enough to switch your team to @linear Diffs for PR reviews. Their Guide tab is everything that was missing in an agentic-first world Large PRs became easily 2-3x faster to review and digest.

The reason I love working @linear is that this feature took 0 meetings, 0 RFCs, no A/B testing, no alignment with PM, no cross-team alignment, no H2 planning, no committees, it moved no KPI (as far as I am concerned). It felt good so we built it.