> Every technique is just a renamed existing concept. Digital Twin Universe is mocks, Gene Transfusion is reading reference code, Semport is transpilation. The site has zero benchmarks, zero defect rates, zero cost comparisons, zero production outcomes. The only metric offered is "spend more money".

Repeating for emphasis, because this is the VERY obvious question anyone with a shred of curiosity would be asking not just about this submission but about what is CONSTANTLY on the frontpage these days.

There could be a very simple 5 question questionnaire that could eliminate 90+% of AI coding requests before they start:

- Is this a small wrapper around just querying an existing LLM

- Does a brief summary of this searched with "site:github" already return dozens or hundreds of results?

- Is this a classic scam (pump&dump, etc) redone using "AI"

- Is this needless churn between already high level abstractions of technology (dashboard of dashboards, yaml to json, python to java script, automation of automation framework)