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    Artwork for The Changelog: Software Development, Open Source
    Episode

    Automation at the speed of Swamp (Friends)

    The Changelog: Software Development, Open Source · May 13, 2026 · 2 h 26 min
    Episode page

    This week I'm talking with Adam Jacob, founder of System Initiative and creator of Swamp, about what happens when AI agents change the entire shape of software development. We discuss how he went from an 18-person team down to five and shipped Swamp 900 times in four weeks, why he brought User Acceptance Testing (UAT) testing back from the 90s, why software architecture (and domain-driven…

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