Durable Workflows Win in Vibe Doing
Filip Kozera, CEO of Wordware, on the rise of vibe doing
The real founder skill is not matching every launch, it is filtering hype from durable product behavior. In AI tools, flashy releases often arrive before the workflow is stable, and the winners usually earn trust by shipping the parts that reliably save time. That is the pattern behind the Cursor comparison, and it matters even more for Sauna because persistent assistants only become valuable when background tasks, memory, and cross app actions work every day, not just in demos.
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Cursor became the template for this playbook in vibe coding by selectively absorbing features that proved useful, while compounding around a core workflow inside the IDE. It scaled from $100M ARR to $200M ARR in three months in early 2025 as that trust loop strengthened.
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The contrast with one off app builders is concrete. Lovable and Bolt help users generate something quickly, then many users move into Cursor to actually edit, debug, and continue the work. Early novelty gets attention, but the durable winner is often where the real workflow settles.
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For Sauna, the bar is even higher than in coding. Coding has git as a clean source of truth. Knowledge work does not. A product that monitors inboxes, keeps long running sandboxes alive, drafts documents, and schedules follow ups cannot rely on feature theater, because broken automation immediately destroys trust.
This pushes the market toward a smaller set of products that become default work surfaces, not just exciting experiments. The next leaders in vibe doing will be the teams that copy quickly, ignore dead end waves, and turn scattered AI capabilities into routines people trust enough to leave running overnight.