500 People vibe-coded for 30 days. I was one of them. - Sanja Grbic, Automattic

AI Engineer17m 49s
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    Video summary

    Sanja Grbic describes a 30-day experiment in which Automattic paused roadmap work for participating teams and let them build real projects. The talk reports roughly 500 participants and 794 initiated projects, not 794 proven production successes. Preparatory work included role-specific AI training, accessible development environments and documented company knowledge available through an internal MCP server.

    Sanja Grbic's three examples trace different forms of collaboration: a short group exercise building a board-game session manager, a design-system status tracker that she developed and deployed, and a merchant-chat proof of concept built with another designer. Working prototypes became the main design artifact, with Figma used later for selected visual refinement rather than the entire handoff process.

    Sanja Grbic attributes the change to more than model capability. Engineers helped colleagues learn version control, teams kept planning and implementation context together, and designers could own delivery decisions. The talk offers an individual case study of changed work practices, not a controlled productivity comparison or a claim that organizational security and engineering expertise are unnecessary.

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    Sanja Grbic on a black background with the headline GIVE TEAMS ROOM TO BUILD in blue and white. Framed in blue with WWW.ARTIFICIAL-INTELLIGENCE.VIDEO, 7 July 2026 and duration 17m 49s.

    Sanja Grbic's account of Automattic's Radical Speed Month shows how AI tools become useful when teams also have training, technical access, shared context and decision-making autonomy.