War for the Default Work OS

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Filip Kozera, CEO of Wordware, on the rise of vibe doing

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2026 will be the war of vibe doing
Analyzed 4 sources

This points to a land grab for the default operating system of white collar work. The winner is unlikely to be the agent that answers one prompt best, but the one that stays alive across email, chat, docs, calendars, and files, remembers how a person works, and turns that growing context into daily execution across chief of staff tasks, project tracking, and report creation.1 2 3 4

  • The real shift from vibe coding to vibe doing is a shift in infrastructure. Coding agents can rely on git as a clean source of truth, but knowledge work lives across Slack, Gmail, Notion, calendars, ATS tools, and meetings, so the hard problem is keeping long running memory and state coherent across messy systems.1
  • The product pattern is also changing from chat to delegation. Sauna frames itself as a standalone mission control app with a kanban for to do, working, and review, plus background agents that can monitor connections, generate tasks, and complete work while the user is away.1 2
  • Competition is converging fast. Startups like Sauna, Lindy, Fyxer, and Zo Computer are attacking specific assistant workflows, while larger platforms like Perplexity Computer and Claude Cowork are bundling agentic work into broader AI suites, similar to how Cursor became an end to end winner in AI coding.1 3 4

This heads toward a market where persistent memory, background execution, and trusted review loops matter more than raw model novelty. As platform players push down from general purpose AI and startups push up from focused workflows, the category should consolidate around products that become the main command center for recurring work, not just a smarter chat box.1 3 4