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.
AI Tool Tests
Practical tests of AI coding tools, automation tools, writing tools, and builder workflows, focused on real use rather than demos.
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 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.
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.
Is Bolt.new Good? My Bolt.new Review for Fast App Prototypes
Is Bolt.new good? My practical Bolt.new review looks at fast app prototypes, real code output, production caveats, costs, and who the tool suits.