
How VibeGym Works: A Small App, Real Checks and Trade-offs
A first-party case study of VibeGym's site, learning app and newsletter: the data flow, a real failure, verification steps and reusable lessons.
Follow one small feature from a clear brief to a checked release. When it breaks, preserve the evidence, identify one cause and verify the fix before expanding the project.
11 articles ·all posts

A first-party case study of VibeGym's site, learning app and newsletter: the data flow, a real failure, verification steps and reusable lessons.

Publish a reviewed version, configure current DNS values and verify HTTPS without fixed domain-price or setup-time promises.

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Review AI changes through requirements, affected boundaries and test evidence, with explicit limits on summaries and visual checks.

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Compare six real beginner courses by syllabus, projects, access and prerequisites. Official sources, clear research limits and free options to try.

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Diagnose blank AI-built web apps using Console errors, failed requests and the last change. Includes a triage table, a bug-report prompt and verification steps.

Learn how to debug AI-generated code with a calm, repeatable loop for non-coders: read the error, isolate the change, ask the AI, verify, revert. Start practicing.