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Linear data reveals that AI isn't saving you time

August 21, 2026/3 min read

This week's three stories cover a platform war breaking out over where the world's code lives, the first real fallout from AI content watermarking, and a set of behavioural numbers from Linear that quietly undercut the standard business case for AI adoption.

In this episode, we cover:

— Cursor launched Origin, a full GitHub competitor, on the same day GitHub suffered a six-hour worldwide outage with a 20% global failure rate.

— Origin is deliberately interoperable with GitHub, which removes the switching cost that usually keeps frustrated teams on a platform.

— Developer tooling is consolidating into a two-platform fight between Microsoft and SpaceX AI, which closed its $60bn acquisition of Cursor four days before the Origin launch.

— Anthropic is now watermarking every response Claude generates, everywhere, in response to the EU AI Act's transparency code of practice.

— The watermark uses SynthID Text, encoding a signature in low-stakes stylistic choices that survives light editing but not a full rewrite.

— The backlash is loud but misdirected: other major model providers have signed the same code, so this is an infrastructure shift rather than a Claude-specific one.

— Linear's first data report, drawn from over 127,000 paid users, shows AI adoption more than doubling in every function between January and June, with product managers climbing fastest.

— AI now authors close to half of all issues created in Linear, up from fewer than one in a thousand two years ago.

— Teams with a coding agent went from 21 pull requests a week to 65; teams without one moved from 8 to 10.

— Planning time did not move at all, in any function, in a year when execution metrics rose everywhere else.

— Linear frames the result as a Jevons paradox: AI work landed as a new layer on top of existing work, and total time spent went up rather than down.

Chapters:

  • (00:00) Introduction
  • (00:16) This week's stories
  • (01:01) Cursor launches Origin
  • (02:01) SpaceX AI's acquisition of Cursor
  • (02:34) Interoperability and switching costs
  • (03:04) A two-platform developer tools market
  • (04:42) Anthropic starts watermarking Claude
  • (05:15) What the EU AI Act requires
  • (05:42) How the watermark works
  • (06:35) The backlash
  • (07:08) What it means for product builders
  • (09:22) Linear's first data report
  • (10:12) AI adoption across functions
  • (10:37) AI-authored issues and pull requests
  • (11:21) Planning time hasn't moved
  • (12:30) Jevons paradox and rising workload
  • (13:28) Wrap-up

Referenced:

  • Cursor: https://cursor.com
  • GitHub: https://github.com
  • Anthropic: https://www.anthropic.com
  • SynthID Text (Google DeepMind): https://deepmind.google/technologies/synthid/
  • EU AI Act: https://artificialintelligenceact.eu
  • Linear: https://linear.app
  • Linear's first data report
  • Mind the Product: https://www.mindtheproduct.com
  • Vote for Mike's SXSW session: https://tinyurl.com/belcetosxssw