Raw LLM Responses

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The behavior you described (becoming worse the longer the session is) sounds like a error in your workflow.. It‘s no secret that LLMs become really bad the bigger the context is. PRD and a proper Project Management Agent plus small chat sessions maybe had completely changed your outcome. It‘s nice to be as specific as you were but without proper project outline everything fails even with human developers. I‘d love to see you repeating this test with a proper workflow setup.
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Coding Result
DimensionValue
Responsibilitydeveloper
Reasoningconsequentialist
Policyindustry_self
Emotionindifference
Coded at2026-04-27T06:24:59.937377
Raw LLM Response
[ {"id":"ytc_UgyVBQiI6PGErWycEIx4AaABAg","responsibility":"developer","reasoning":"consequentialist","policy":"industry_self","emotion":"indifference"}, {"id":"ytc_Ugxl-IAad43NABb6Vst4AaABAg","responsibility":"ai_itself","reasoning":"consequentialist","policy":"liability","emotion":"fear"}, {"id":"ytc_UgycY6fsJsL3BXdg0CJ4AaABAg","responsibility":"ai_itself","reasoning":"deontological","policy":"ban","emotion":"outrage"}, {"id":"ytc_UgxSFrKmf_iR6uYhoeN4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"approval"}, {"id":"ytc_UgzifOfq6W-l1Rlimld4AaABAg","responsibility":"ai_itself","reasoning":"deontological","policy":"liability","emotion":"outrage"}, {"id":"ytc_Ugwm6lfIZCjoKGOyzQJ4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"approval"}, {"id":"ytc_Ugx2PzQhMSBJEp51_M54AaABAg","responsibility":"user","reasoning":"virtue","policy":"none","emotion":"outrage"}, {"id":"ytc_Ugx9C2d6AecMIZqfyMB4AaABAg","responsibility":"company","reasoning":"consequentialist","policy":"regulate","emotion":"resignation"}, {"id":"ytc_UgwF3QJE_l7MHb6Hkyl4AaABAg","responsibility":"company","reasoning":"deontological","policy":"liability","emotion":"outrage"}, {"id":"ytc_UgwqJeEKWXUq-6XtoiN4AaABAg","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"approval"} ]