The button said success. Nothing saved.
Building Forge365 exposed the bugs a normal happy-path test misses. Here’s how AI-assisted testing helped find the failures hiding behind successful screens.
ChatGPT
How Do You Debug an App You Vibe Coded but Don’t Fully Understand?
A practical debugging workflow for vibe coded apps that half-work but no longer make sense.
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.
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.
How to Prompt LLMs Without Turning Your Project Into a Mess
A practical guide to prompting ChatGPT, Claude, and other LLMs for coding, debugging, writing, and small web projects without losing control of your workflow.