About Build, Check, Repeat
AI tools change quickly, but their practical value is difficult to judge without using them firsthand. This blog tests AI tools and vibe-coding workflows from a non-developer perspective and records what actually happens.
We document successful outcomes alongside failures, corrections, costs, and limitations. The guiding process is simple: build something, check the result, and repeat with what we learned.
What we cover
- Hands-on vibe-coding experiments for non-developers
- Practical comparisons of tools such as ChatGPT, Claude, and Grok
- Reproducible records that include failures and revisions
- How emerging AI technologies affect real work and everyday life
Editorial approach
AI may assist with research, drafting, translation review, and image creation. We distinguish experiments performed by people from those performed by AI agents, and report both verified results and remaining uncertainties. The author reviews and edits the final manuscript. Sponsorships or affiliate relationships will be disclosed clearly in the relevant article.
Build, Check, Repeat 