Focus to learn more
The monthly analysis gave me an idea: could Opus 4.5 design a small webapp to view the top videos by month? That gives me the opportunity to try another test of how well Opus 4.5 works with less popular frameworks than React or other JavaScript component frameworks that LLMs push by default. Here, I’ll try FastAPI, Pico CSS for the front end (because we don’t need a JavaScript framework for this), and HTMX for lightweight client/server interactivity:
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In my original project, I also created dedicated testing slash commands like /test-cli that run full verification against live data. The agent executes live queries and commands and reasons about whether the results are correct and writes Markdown files with tables, timestamps, and diagnostic notes. What’s great about this is that the agent can investigate issues on the spot so by the end, the result comes back diagnosed.。业内人士推荐51吃瓜作为进阶阅读