About Vibe Code Wiki
The definitive knowledge base for AI-assisted software development.
Our Mission
Vibe Code Wiki exists to document, educate, and advance the practice of AI-assisted software development. As AI coding tools transform the industry, developers need a reliable, comprehensive, and opinionated reference for navigating this new paradigm.
We cover everything from foundational concepts like prompt engineering and context management to detailed tool reviews, technique deep-dives, and professional best practices.
What We Cover
⚡ Core Concepts
What is vibe coding, the human-AI loop, context management, agentic coding, and quality gates for AI-generated code.
🛠️ AI Coding Tools
Honest, carefully-researched reviews and tier rankings of every major AI coding assistant — from Cursor to Claude Code to Devin.
📖 Techniques
Practical strategies for getting the best results: spec-first prompting, incremental refinement, test-driven vibing, and more.
🔒 Best Practices
Security considerations, code review workflows, debugging with AI, and multi-file editing patterns.
Our Approach
Every article on Vibe Code Wiki is:
- Researched and checked — Drafted with a language model on our own hardware, then checked against the tools’ own documentation
- Opinionated — We take clear positions rather than hedging, and say when something is uncertain
- Actionable — Every guide includes concrete examples, code, and techniques you can use immediately
- Revised — The AI coding landscape changes quickly, and pages are revised as it does.
Who We Are
Vibe Code Wiki is a property of Garnet Grid Consulting LLC, a technology consulting firm specializing in engineered intelligence solutions. Our engineering team builds production AI systems for enterprise clients and shares that knowledge here.
Contact
For corrections, contributions, or consulting inquiries:
- Email: [email protected]
- Consulting: garnetgrid.com/contact
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Who operates this site
Vibe Code Wiki is built and operated by Garnet Grid Consulting LLC, an independent technology studio. You can reach a person at [email protected]; the contact page says which address suits which question.
How our content is produced
Entries are researched from primary sources — tool documentation, published papers, release notes, and the issue trackers where the real limitations get argued out — and drafted with the assistance of large language models, and reviewed by a person before deployment for claims we cannot support and for version-specific statements presented as permanent. The field moves monthly; an entry is a snapshot, not a verdict.
If you find something inaccurate, tell us and we will correct it rather than quietly leave it standing. Corrections go to [email protected].
How the site is funded
The site is free to read and carries third-party advertising. Advertising never decides what we publish and no advertiser is given editorial input. Our disclaimer carries the full advertising disclosure.
Editorial standards
- No invented authority. We do not attribute claims to people, bodies or studies we cannot point to.
- No invented numbers. A figure comes with its source, or it does not appear.
- Context is named, not assumed. Where something is true only in a particular version, jurisdiction or setting, we say which.
- Corrections are made openly.