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I then added a few more personal preferences and suggested tools from my previous failures working with agents in Python: use uv and .venv instead of the base Python installation, use polars instead of pandas for data manipulation, only store secrets/API keys/passwords in .env while ensuring .env is in .gitignore, etc. Most of these constraints don’t tell the agent what to do, but how to do it. In general, adding a rule to my AGENTS.md whenever I encounter a fundamental behavior I don’t like has been very effective. For example, agents love using unnecessary emoji which I hate, so I added a rule:
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This means there is a golden moment: the exact instant between “HotAudio’s player finishes decrypting a chunk” and “that chunk is handed to the browser’s media engine.” If you can intercept appendBuffer at that instant, you receive every chunk in its pristine, fully decrypted state, on a silver fucking platter.，推荐阅读搜狗输入法2026获取更多信息
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