{
  "url": "https://agentability.io/blog/gitlab-agentability-blind-spot.html",
  "slug": "blog/gitlab-agentability-blind-spot",
  "title": "GitLab and the Agentability Blind Spot: Why Most SaaS Products Fail Transparency and Shadow-UI Tests",
  "kicker": "Agent Factor Engineering",
  "topic_id": "14149f97-d65e-43ee-95a7-5bac9b3d42f1",
  "standfirst": "An audit of 100 leading SaaS products reveals systemic design failures that block AI agent access. GitLab's agentability profile illuminates widespread issues with transparency and shadow-UI patterns that most product teams haven't begun to address.",
  "read_minutes": 6
}