Raw LLM Responses

Inspect the exact model output for any coded comment.

Comment
That’s a very smart question, and the honest answer is: No — AI won’t eliminate front-end web developers, but it will change the job a lot. Here’s a clear breakdown . --- ✅ Bottom line: > AI will not eliminate front-end web developers — it will eliminate boring repetitive tasks, allowing skilled developers to focus on creativity, logic, and experience design. If you keep learning modern tools (React, Tailwind, Next.js, and AI-powered workflows), your career will be future-proof. --- Would you like me to show you a roadmap for a future-proof front-end developer career (including AI tools to learn)?
youtube 2025-10-24T15:4…
Coding Result
DimensionValue
Responsibilitynone
Reasoningconsequentialist
Policynone
Emotionapproval
Coded at2026-04-27T06:26:44.938723
Raw LLM Response
[ {"id":"ytc_UgxW_PdgQZ6O-tndRqF4AaABAg","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"fear"}, {"id":"ytc_UgymhsQypgHMk0viTYZ4AaABAg","responsibility":"ai_itself","reasoning":"consequentialist","policy":"none","emotion":"resignation"}, {"id":"ytc_Ugyqjnd0m3RMBKS3DeN4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"approval"}, {"id":"ytc_Ugx_4jjLjI___3AW8wJ4AaABAg","responsibility":"ai_itself","reasoning":"consequentialist","policy":"none","emotion":"outrage"}, {"id":"ytc_UgxdL5GBMSBOTetBr414AaABAg","responsibility":"user","reasoning":"consequentialist","policy":"none","emotion":"fear"}, {"id":"ytc_UgzRasMHTHhqcqPFX1R4AaABAg","responsibility":"user","reasoning":"consequentialist","policy":"none","emotion":"indifference"}, {"id":"ytc_UgwNDfxezV03WtfZ2954AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"approval"}, {"id":"ytc_UgzTUCNhQjPX_6OgEkl4AaABAg","responsibility":"user","reasoning":"deontological","policy":"liability","emotion":"fear"}, {"id":"ytc_UgzRYhY1oEF8j_4ZS9B4AaABAg","responsibility":"none","reasoning":"mixed","policy":"none","emotion":"mixed"}, {"id":"ytc_Ugw8QFvKtWF1T41bgCl4AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"none","emotion":"resignation"} ]