The Claude Code Hypothesis

Hot take: ChatGPT, Perplexity, NotebookLM — they're all demos. Claude Code is the actual product for knowledge work. This is my Claude Code Hypothesis (CCH).

I'm a weird VC who still codes, which is how I stumbled into CC. But here's what I realized: the magic isn't about code. It's about context. Every other AI tool makes you re-explain yourself constantly. CC just lives in your files, your projects, your work.

I now use it for founder support: analyzing customer discovery transcripts, giving pitch deck feedback using Vinod Khosla's "Nail Your Raise" framework. Not a line of code in sight.

What fascinates me is CC's underlying architecture: agents, MCP servers, skills, slash commands, plugins, persistent memory, and, the current darling, continual learning. These are emerging primitives for how humans will work with AI, and they generalize far beyond engineering. Mapping them to a specific use case is where the leverage is.

CC's terminal UI is an accident of history as it started with engineers. But the paradigm can ship in any form factor. Web. Mobile. Whatever. And yes, it's single-player today, but imagine multiplayer CC: teams collaborating with shared context. Because companies will still have multiple employees. I think. Even in the future.

If your daily work involves Google Docs, Notion, Granola, Vim, Jira, PowerPoint, HubSpot, or ChatGPT and you are using their UIs, you're operating suboptimally. Let CC be your unifying interface, driving those tools via skills and MCPs.

Claude Code is misnamed. It should be called Claude Work.

Co-author credit: Claude Code.
Illustration credit: Google's Nano Banana Pro.