{"type":"post","slug":"linear-publishes-ai-usage-patterns","title":"Linear publishes AI usage patterns","description":"Linear's data shows AI feature use more than doubling in every function in six months, with CEOs at larger companies jumping from 9% to 36% — the largest move in the report.","retrieval_nugget":"Linear's data shows AI feature use more than doubling in every function in six months, with CEOs at larger companies jumping from 9% to 36% — the largest move in the report.","published_at":"2026-08-20","updated_at":"2026-09-12","record_date":"2026-08-20","date_kind":"published_at","topics":["ai-news"],"source_cluster_ref":"c0046","source_synthesis_id":null,"source_synthesis_op_ref":null,"assigned_agent":"hermes","basket_id":"bb845773-3bce-437b-aae5-d91c181b7d21","basket_revision":1,"body_word_count":122,"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:linear-publishes-ai-usage-patterns","status":"published","source_urls":["https://linear.app/data"],"visuals":[],"editorial_provenance":{"schema_version":"newruntime-editorial-copy-v1","content_status":"source_grounded_final","final_copy_sha256":"sha256:2fcbac0150001cb009171b48bdf7a558ed9b7bbd7b4415514d72134098f7a983","reviewed_at":"2026-09-12T10:00:00Z","source_evidence_count":1,"verified_claim_count":2,"site_analysis_schema_version":"newruntime-site-analysis-v1","site_object_kind":"field_note","observed_fact_count":2,"implication_count":1,"watch_condition_count":1,"related_record_count":3},"analysis":{"schema_version":"newruntime-site-analysis-v1","object_kind":"field_note","thesis":"Linear published usage data on AI adoption from inside its own product, covering January to June 2026.","observed_facts":[{"text":"Product function adoption of Linear AI features rose from 12% to 34% between January and June 2026.","source_urls":["https://linear.app/data"]},{"text":"CEOs at companies of 201 or more employees went from 9% to 36% active on AI features in six months.","source_urls":["https://linear.app/data"]}],"mechanism":"The share of users active on AI features more than doubled in every function: product climbed fastest from 12% to 34%, and go-to-market, the function furthest from the codebase, went from 5% to 18%.","why_now":"CEOs at companies of 201 or more people went from 9% to 36% in six months, the largest jump in the report, which Linear reads as senior leaders learning the technology by using it rather than reading about it.","implications":["That inverts the usual adoption curve, where executives sponsor a tool and practitioners use it."],"evidence_boundary":"Linear is unusually clear about its own limits: this is adoption inside its customer base rather than the market, AI usage outside Linear is invisible to it, roles come from normalised job titles with error at the edges, and the company-size cut relies on third-party enrichment covering fewer workspaces.","watch_conditions":["The condition to watch is whether the next edition reports shipped outcomes alongside activation, because a doubling in users active on AI features is a usage number, not a throughput one."],"related_records":[{"url":"https://newruntime.com/posts/judgment-becomes-the-scarce-resource-in-agent-workflows","relation":"Prior coverage of where agent work relocates effort."},{"url":"https://newruntime.com/posts/a-three-person-team-shipping-hundreds-of-prs-moves-the-bottleneck-to-review","relation":"Prior coverage of throughput versus review capacity."},{"url":"https://newruntime.com/topics/coding-agents","relation":"Topic hub for adoption and workflow change."}]},"routes":{"html":"https://newruntime.com/posts/linear-publishes-ai-usage-patterns/","markdown":"https://newruntime.com/posts/linear-publishes-ai-usage-patterns.md","json":"https://newruntime.com/posts/linear-publishes-ai-usage-patterns.json"},"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"next_reads":[{"type":"topic","path":"/topics/ai-news/","url":"https://newruntime.com/topics/ai-news/","title":"Ai News","reason":"Explore the ai-news topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/ai-news.md","json_url":"https://newruntime.com/topics/ai-news.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}