AI Was Supposed to Save Time. Why Am I Busier?

By Every

Categories: Startup, Product, AI

Summary

Automation increases demand for skilled workers rather than replacing them—a counterintuitive pattern the speaker calls the 'allocation economy.' At a 25-person AI-native company, teams are hiring more humans while deploying agents, suggesting the future of work involves managing AI like managing people, not eliminating jobs.

Key Takeaways

  1. Apply manager-level skills to AI delegation: learn to delegate tasks, know when to micromanage, and break work into discrete units. This framework, proven at an AI-native company, is more valuable than technical AI skills for knowledge workers.
  2. Two primary AI work patterns are emerging: (1) Slack-based delegation to agents for discrete tasks (marketing, AB testing, proposals, deck-building), and (2) IDE-integrated agents like Claude Code for continuous knowledge work without context-switching.
  3. The 'allocation economy' principle: AI making expert-level capabilities cheap increases demand for human experts rather than replacing them, creating a paradox where companies automate heavily yet hire aggressively in parallel.
  4. Claude Code represents the template for future knowledge work—the speaker predicted it as the most underrated tool 12 months ago, and teams now code/work without context-switching by operating entirely in CLI/agent interfaces.
  5. Test AI adoption by establishing internal agent infrastructure (like Every's 'Claudie' bot running their entire consulting business) rather than relying solely on public tools—this enables custom workflows and reveals what work actually transforms.

Related topics

Transcript Excerpt

What AI does is it makes skilled human expertise available to everybody for cheap. And you would think that that would replace experts. And the reality is it actually increases the demand for experts. What I want to do for the rest of the video is unpack this paradox. What actually happens after automation? And why is it that it seems like for companies like ours, which are supposedly at the edge of automating everything, there's actually a ton of human work to do and we're hiring tons and tons of humans even as we use a lot of agents. What actually is going on there? Cuz look at Dario. Dario's out there being like AI could wipe out over 50% of all entry-level white-collar jobs. Ken Griffin, who runs Citadel, which is a gigantic hedge fund. He's sitting up on stage talking about seeing an …

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