Practical learning · Six lessons
The GRC Vibe Coder's Playbook
Plan smarter. Choose your tools. Build with AI. Ship with confidence.
Vibe coding means building software with AI assistance while you guide the goals, inspect the work, and make the final decisions.
Follow a GRC practitioner building a small vendor risk assessment tool. Each lesson adds one skill, one example prompt you can copy, and one task you can try yourself. The techniques work for portfolios, websites, automations, and other projects too.
Spend time on the blueprint to avoid expensive rework.
Keep your mission, decisions, and progress in GitHub.
Choose a lesson
- 01What should I build first?
Choose something small enough to finish.
- 02How do I plan without wasting tokens?
A short blueprint can prevent long rounds of rework.
- 03Which AI tool fits my project?
Match the tool to the task, not the hype.
- 04How do I use several AI coders without losing context?
Keep the mission in GitHub, not in one chat window.
- 05How do I manage costs and know the work is right?
Small tasks and human review beat endless regeneration.
- 06What should I learn next?
Keep the project alive and make each iteration teach you something.
The work works. Keep each version small, review what the AI produces, and make the next improvement.