Raw LLM Responses
Inspect the exact model output for any coded comment.
Look up by comment ID
Random samples — click to inspect
G
If AI becomes the creative director, then it’s because the client thinks strateg…
ytr_UgxGvxVTd…
G
AI is honestly the worst thing that could have happened to art. Things that take…
ytc_UgyV_KKAF…
G
"All art, photography and video can exist without AI" - this is just a wrong tak…
ytc_UgwpSXEVl…
G
Can AI get rid of all the corrupt defense sector jobs? I worked in this industr…
ytc_UgwUbWuWt…
G
Many of the inventors of AI have been overthrown by those who who to make money …
ytr_Ugy2lq6q6…
G
I wonder why you didn’t wait for the dvd-collection of the AI skeptic videos, bu…
ytr_Ugxc3RXP_…
G
Ok imma just screenshot it, del watermark with AI and itll look great for throwi…
ytc_UgypiGsiq…
G
Something is seriously wrong with that chat bot, I tried creating an oc there cu…
ytc_UgzzqDQhz…
Comment
@MM-24 I assume you're referring to engineers who are already skilled and experienced, because if they're not, I think we can agree they'll just generate bad code faster with AI, which will make reviewing code take much longer.
So assuming they're experienced engineers, I would say from my personal experience, AI only speeds up the manual act of writing code that you already knew you were going to write. You still have to understand the codebase, know the right questions to ask, test your code, debug when it fails, refactor, and plan for future features. In fact, testing alone - like opening up the website, clicking a button, seeing that an event was triggered and was sent to AWS, checking the event store and event data, checking that something was updated in the database, etc - often takes longer than writing the code, especially for complex functionality, and AI can’t help with that, its all ad-hoc and not worth automating because its always changing with business requirements. ts not about replacing coding with reviewing code - its all these other bits no one talks about that make up way more of the engineering process.
Trivialising software engineering as "reviewing code" makes sense in tiny side projects or to executives chasing AI hype. That might work in venture capital pitches, but not in real software companies that deliver value.
youtube
2025-03-13T02:3…
♥ 2
Coding Result
| Dimension | Value |
|---|---|
| Responsibility | developer |
| Reasoning | mixed |
| Policy | none |
| Emotion | indifference |
| Coded at | 2026-04-27T06:24:59.937377 |
Raw LLM Response
[
{"id":"ytr_UgzOVCb5QS591BfcpAd4AaABAg.AF_6_pqsH01AF_CgSXLKLi","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"resignation"},
{"id":"ytr_UgzwMyBhSBcVFwM8uMx4AaABAg.AF_65e0v-CtAFaN8yvJ23t","responsibility":"developer","reasoning":"mixed","policy":"none","emotion":"indifference"},
{"id":"ytr_UgzwMyBhSBcVFwM8uMx4AaABAg.AF_65e0v-CtAFaZLpua44z","responsibility":"none","reasoning":"consequentialist","policy":"none","emotion":"approval"},
{"id":"ytr_UgzwMyBhSBcVFwM8uMx4AaABAg.AF_65e0v-CtAFajGuZ_qzO","responsibility":"developer","reasoning":"mixed","policy":"none","emotion":"resignation"},
{"id":"ytr_UgxW7CMBtAqvEVQ2jUp4AaABAg.AF_5sDkocobAF_FOt3OrLC","responsibility":"none","reasoning":"unclear","policy":"none","emotion":"mixed"},
{"id":"ytr_UgzCY_-43QpZJ9G6_y94AaABAg.AW0FMDRokCdAW2CURFY0PU","responsibility":"company","reasoning":"deontological","policy":"regulate","emotion":"outrage"},
{"id":"ytr_UgzaNscvSIXaic0adRh4AaABAg.APfCQ2kxOwcAPgVGyjHSgJ","responsibility":"ai_itself","reasoning":"virtue","policy":"none","emotion":"outrage"},
{"id":"ytr_UgyzUfyjRYoi4SiwNzp4AaABAg.APal8jQTiAwAPbB_2q01Ti","responsibility":"user","reasoning":"consequentialist","policy":"none","emotion":"indifference"},
{"id":"ytr_UgyZGTogXc6ZhulHbal4AaABAg.AP_h6wtOvTeAP_htHzi4Q7","responsibility":"company","reasoning":"consequentialist","policy":"liability","emotion":"outrage"},
{"id":"ytr_UgyWD4OtZhODqDcp2254AaABAg.AP_9OsNq9fdAPaBh4ml_E3","responsibility":"ai_itself","reasoning":"deontological","policy":"none","emotion":"outrage"}
]