# Word-level timestamps
I completely ignored Anthropic’s advice and wrote a more elaborate test prompt based on a use case I’m familiar with and therefore can audit the agent’s code quality. In 2021, I wrote a script to scrape YouTube video metadata from videos on a given channel using YouTube’s Data API, but the API is poorly and counterintuitively documented and my Python scripts aren’t great. I subscribe to the SiIvagunner YouTube account which, as a part of the channel’s gimmick (musical swaps with different melodies than the ones expected), posts hundreds of videos per month with nondescript thumbnails and titles, making it nonobvious which videos are the best other than the view counts. The video metadata could be used to surface good videos I missed, so I had a fun idea to test Opus 4.5:
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India and Zimbabwe lost their opening games in this stage of the competition. Now that they come together at the M. A. Chidambaram Stadium, it's all or nothing for these exciting teams as they compete to advance from Group 1. A defeat for hosts India would be unthinkable. Fans always expect India to walk away as winners. Losing their title like this would be a huge disappointment.