Vibe Coding
Actual coverage
Computer/software operation; how AI works; coding models and agents; creating apps through conversational coding; essential coding knowledge; moving beyond toy projects; agent methods; deployment; and risks/cautions.
Durable knowledge
- Vibe coding makes software creation accessible, but coding knowledge increases the ceiling and helps detect unsafe or incorrect output.
- Start from a concrete need and describe behavior through examples rather than requesting a vague “modern app.”
- Work incrementally. Run and inspect the app after meaningful changes instead of accumulating unverified code.
- A prototype becomes a real product only after data, authentication/authorization, error handling, deployment, backups, and maintenance are addressed.
- Models can confidently produce wrong, insecure, outdated, or inconsistent code; human judgment remains responsible for the outcome.
- Deployment changes the risk boundary: secrets, user data, costs, availability, and public attack surface now matter.
Apply with
Spec Map Build Prove Learn, Security Review, and Definition of Done.