Vibe Coding

Scope

Covers

• Timeboxed, AI-assisted rapid prototyping ("vibe coding") to produce a functional demo (not slides)
• Turning a rough idea into a buildable prototype spec + task board + prompt pack
• A tight iteration loop: generate → run → verify → adjust → log decisions
• "Build tools to build the thing" when it meaningfully speeds up the demo (timeboxed)
• Safe use of coding agents: least privilege, no secrets, small diffs, validation, rollback

When to use

• "Vibe code a working prototype we can demo in 30–90 minutes."
• "Replace this Figma concept with a clickable prototype."
• "I’m not an engineer—help me build a small app/tool with AI and ship a demo."
• "Turn this AI feature idea into a proof-of-concept with a clear build loop and demo script."

When NOT to use

• You need a production-grade system, hardening, scaling, or security review (use building-with-llms + engineering process).