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.
AI-Assisted Building
Practical guides, notes, and lessons on AI-assisted development, AI coding tools, and building useful web tools with AI.
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 Actually Good For?
Bolt.new is useful for fast app prototypes and product exploration, but a working preview still needs testing, review, and deployment judgement.
SaaS Pre-Shipping Checklist I Run Before Letting Real Users In
A practical SaaS pre-shipping checklist for checking product flow, security, billing, onboarding, jobs, emails, support, and launch-readiness before real users arrive. Also covers using a Markdown guardrails file…
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.
The Token Tax of New Tech
AI-assisted development adds a new cost to tech choices: how much context, correction, and retrying your stack needs before it works.
Codex Makes Old-School Web Development Feel New Again
Codex makes old-school web development feel fresh again by helping with real code, small fixes, repo context, and practical solo builder workflows.
Why You Should Build Your Own GPT Instead of Repeating Yourself Forever
Stop retyping the same ChatGPT setup prompt. Custom GPTs turn repeated instructions, style rules, and project context into reusable workflows for real work.
Vibe Coding Is Useful, But You Still Have to Be the Builder
Vibe coding works best when you stay in charge: give AI fresh files, ask for small changes, test everything, and keep product judgement human.