The resulting script is available here, and it worked first try to scrape up to 20,000 videos (the max limit). The resulting Python script has very Pythonic code quality following the copious rules provided by the AGENTS.md, and it’s more robust than my old script from 2021. It is most definitely not the type of output I encountered with Sonnet 4.5. There was a minor issue however: the logging is implemented naively such that the API key is leaked in the console. I added a rule to AGENTS.md but really this is the YouTube API’s fault for encouraging API keys as parameters in a GET request.
The main lesson I learnt from working on these projects is that agents work best when you have approximate knowledge of many things with enough domain expertise to know what should and should not work. Opus 4.5 is good enough to let me finally do side projects where I know precisely what I want but not necessarily how to implement it. These specific projects aren’t the Next Big Thing™ that justifies the existence of an industry taking billions of dollars in venture capital, but they make my life better and since they are open-sourced, hopefully they make someone else’s life better. However, I still wanted to push agents to do more impactful things in an area that might be more worth it.，更多细节参见雷电模拟器官方版本下载
。业内人士推荐safew官方下载作为进阶阅读
До этого также сообщалось, что Владимир Зеленский во время встречи с экс-кандидатом в президенты Белоруссии Светланой Тихановской обещал ей помогать бежавшим из страны оппозиционерам.，这一点在heLLoword翻译官方下载中也有详细论述
Жители Санкт-Петербурга устроили «крысогон»17:52