Overview
- Vibe coding lets people describe what they want in plain language so an AI writes working code.
- Microsoft says non‑developers built production tools with GitHub Copilot and VS Code that saved hours and surfaced real needs.
- Examples include a script that cut incident summaries from about an hour to minutes and a partner‑sales prototype built in 10 days then handed to engineering.
- Coaches are using Claude Cowork to ship client tools and automations, with quick hosting through website embeds, Notion, Kajabi, Thinkific, or Vercel.
- Critics warn that AI‑written code can flood projects with weak pull requests and copy insecure patterns, so teams pair rapid builds with tests, human review, and guardrails.