Mastery · Advanced
The Vibecoding Playbook
Operational Excellence
Tactical execution strategies for Planning, Git, Testing, and Tool Optimization. The field manual for getting things done.
01
Strategic Planning
Don't just start coding. A comprehensive plan is the difference between a working app and a half-finished mess.
- Create a Plan: Work with AI to write a detailed markdown implementation plan first.
- Scope Control: Keep a separate 'Ideas for Later' section to prevent scope creep.
- Implement Incrementally: Work section by section. Don't build everything at once.
02
The Git Safety Net
Git is not optional. It is your undo button when the AI goes off the rails.
01
Use Git Religiously
Don't rely on the AI tool's internal revert. Use real commits.
02
Start Clean
Begin each new feature with a clean slate to avoid contamination.
03
Reset Strategy
If the AI goes on a 'vision quest', use `git reset --hard HEAD` immediately.
03
AI-Driven Testing
Use tests as guardrails. Tests define the boundaries that the AI must respect.
- Prioritize High-Level Tests: Focus on end-to-end integration tests over fragile unit tests.
- Simulate User Behavior: Test features by simulating actual clicks and flows.
- Catch Regressions: LLMs often break unrelated logic; tests catch this instantly.
04
Debug Loops & Optimization
When things break, don't just prompt 'Fix it'. Use a disciplined process.
1. Analyze
Pre-Code Analysis
Ask AI to list possible causes before writing code.
2. Isolate
Clean Slate
Reset after failures. Don't layer fixes on fixes.
3. Optimize
Tool Rules
Use .cursorrules files to enforce coding standards.
05
Architecture & Stack
Make technical choices that leverage AI strengths.
- Established Frameworks: Ruby on Rails or React excel because there is 20 years of training data.
- Modularity: Small, modular files are easier for AI to understand than 1000-line monoliths.
- Complex Features: Build standalone prototypes in a clean codebase first, then merge.
06
Beyond Coding
Use your AI partner for more than just syntax.
01
DevOps
Automate DNS, Server config, and Hosting setup.
02
Voice Input
Tools like Aqua enable 140wpm input for rapid prompting.
03
Content
Draft documentation and marketing materials alongside code.