AJ Vaynerchuk uses Claude Code to turn a 45-second memo into internal apps

tomcrawshaw01 · x · 2026-07-28

This long article describes how AJ Vaynerchuk uses Claude Code to build internal apps inside a 3,000-person business. The striking shift is that a 45-second voice memo can now replace a $20,000 dev quote, a month of waiting, and weekly status calls.

The piece argues that many companies have a backlog of "shelfware" workflows: manual reports, one-off dashboards, brittle processes that depend on one person, and spreadsheets everyone edits but nobody trusts. Claude Code changes the economics by making those internal tools cheap enough to build on demand.

The conversation frames AI coding as an operational layer for large businesses, not just a developer toy: capture the need quickly, translate it into a buildable spec, and ship small tools that remove repetitive work.

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