Raw LLM Responses
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G
The exploration of AI is interesting! Pneumatic Workflow helps me engage my team…
ytc_Ugyn3KFOE…
G
Ultimately Super AI who will live and who is...not desired anymore...so somethin…
ytc_UgwX6Qvy2…
G
If AI can figure out how to replace every thinking job there is, I'm sure the AI…
ytc_Ugz5rkr0a…
G
Optimus has THE HANDS and the AI. It will rule all the others. GO MAGA!…
ytc_Ugz0pyW3_…
G
What is your government doing for you? AI guidelines were not made because of br…
ytc_UgyWdWzw1…
G
It was time 30 years ago as soon as we figured out how to automate the labor 😑…
ytc_Ugz5U1_AL…
G
cop sees ai as some kind of a magical oracle , if it says 99999% recognition, it…
ytr_Ugy1HEBtO…
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i was having a debate with someone on the internet where they claim they create …
ytc_UgwKXe7n9…
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.
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2026-02-16T15:5…
Coding Result
| Dimension | Value |
|---|---|
| Responsibility | none |
| Reasoning | consequentialist |
| Policy | unclear |
| Emotion | approval |
| Coded at | 2026-04-27T06:24:59.937377 |
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"}
]