Raw LLM Responses

Inspect the exact model output for any coded comment.

Comment
Actually it makes sense that context engineering is the optimal way to use LLMs for coding: specifying and designing the right software for the job are two most critical steps in the process of coding a software, these are the hotpsosts an LLM can't help with, it can just suggest the most generic code that reflects the level of abstraction it manage to deduce\infer from the data in your prompt, and if it can't reduce right,it "hallicunates". A S.M.A.R.T. set of contexts to structure the LLM agent coding process sounds all right... Only experienced programmers and software engineers possess this acquired ability to think in terms of technical abstraction, they know by experience what is doable, interesting, or damn crazy when it comes to coding; and you become an experienced cider by ... coding so you can get rid a bit of your ignorance before you start becoming a productive coder.
youtube AI Jobs 2026-02-16T15:5…
Coding Result
DimensionValue
Responsibilitynone
Reasoningconsequentialist
Policyunclear
Emotionapproval
Coded at2026-04-27T06:24:59.937377
Raw LLM Response
[ {"id":"ytc_Ugxyhx3fvlybv6u8Ejl4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"unclear","emotion":"outrage"}, {"id":"ytc_Ugzqb1F9GuqzqiNyIxZ4AaABAg","responsibility":"company","reasoning":"deontological","policy":"unclear","emotion":"outrage"}, {"id":"ytc_Ugz5_EZKGyZdpQb8_EN4AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"none","emotion":"approval"}, {"id":"ytc_UgwjB8EpPS8He733kwl4AaABAg","responsibility":"developer","reasoning":"deontological","policy":"ban","emotion":"outrage"}, {"id":"ytc_UgxHMX9Tosz6oYZ-2wV4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"approval"}, {"id":"ytc_UgzylKRYTSm9jA_Dy3Z4AaABAg","responsibility":"user","reasoning":"deontological","policy":"none","emotion":"indifference"}, {"id":"ytc_Ugyk1Ie-SDSCIDO-_TB4AaABAg","responsibility":"none","reasoning":"unclear","policy":"unclear","emotion":"indifference"}, {"id":"ytc_UgzqmCR-4Ywp4frWKqJ4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"unclear","emotion":"approval"}, {"id":"ytc_UgwM-XBY5eyEywAD1kN4AaABAg","responsibility":"developer","reasoning":"deontological","policy":"unclear","emotion":"outrage"}, {"id":"ytc_UgygwQ8ZG_C70IIk_n94AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"liability","emotion":"fear"} ]