Should You Ask AI to Improve Your Question Before It Answers?
When you don’t know enough to ask AI a useful question, ask it to expose your assumptions, find the missing context, and improve the question first.
practical AI
What Is Lovable Actually Good For?
A practical look at what Lovable is useful for, where it can mislead non-developers, and how to test an AI-built prototype before trusting it.
What Is an AI Code Assistant?
A plain-English guide to AI code assistants: what they help with, where they get risky, and how solo builders can use them safely.
What Are AI Coding Tools Actually Good For?
AI coding tools are useful for small, reviewable code work, but they still need clear goals, fresh context, testing, and human judgement before anything ships.
What Should Non-Programmers Build First With Vibe Coding?
A practical first-project guide for non-programmers using vibe coding: start small, private, testable, and low-risk.
What Are the Best Vibe Coding Tools for Non-Developers?
The best vibe coding tool for non-developers depends on the job: planning, prototyping, editing real code, or safely launching something public.
How Do You Judge Which AI Assistant Is Most Accurate?
A practical way to compare AI assistant accuracy using your own prompts, expected answers, failure cases, and human review.
What Is Bolt.new? What Is It Actually Good For?
What is Bolt.new, and what is it actually good for? A practical explainer covering prototypes, app ideas, limits, review, and where the tool fits.
Make the Bug Smaller Before You Ask AI to Fix It
Before handing a bug to AI, shrink the problem first. A smaller repro saves tokens, reduces bad fixes, and makes debugging less messy.
Vibe Coding Tips for Non-Programmers
Vibe coding can help non-programmers build useful first versions, but only with small changes, testing, clear prompts, and sensible guardrails.