Did AI Create a New Kind of Software Developer?
AI coding is lowering the barrier to software development, letting domain experts build useful tools without making judgement, testing, or experience optional.
AI-Assisted Building
Practical guides, notes, and lessons on AI-assisted development, AI coding tools, and building useful web tools with AI.
Is Replit Good for Building Small Apps With AI?
A practical look at when Replit makes sense for AI-assisted small app building, where it helps, and what non-developers still need to check.
Is Vizibly Worth Using for Image SEO and GEO?
A hands-on Vizibly review covering image SEO audits, AI metadata, GEO scoring, crawl comparisons, pricing, and where the tool is genuinely useful.
Will Open-Weight AI End Up Looking Like Web Hosting?
Open-weight AI may be downloadable, but most builders will still rent the hardware. Here’s why the model may end up working like web hosting.
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.
Is Promptadora a Better Way to Organise and Improve AI Prompts?
I tested Promptadora with a rough real-world prompt to see whether its generator, workspaces, version history, and export tools are genuinely useful.
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 Security Checks Should You Run on a Vibe-Coded Website?
A practical security checklist for vibe-coded websites, covering login, permissions, XSS, SQL injection, file uploads, APIs, errors, backups, HTTPS, and secrets.
What Should You Ask AI Before Letting It Fix a Bug?
A practical copy-paste prompt for slowing AI down before it changes bug-fix code.
When Should You Stop Debugging a Vibe Coded Feature and Rebuild It?
How to decide when a vibe coded feature needs one more fix and when it needs a smaller rebuild.