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:
第九十七条 对违反治安管理行为人，公安机关传唤后应当及时询问查证，询问查证的时间不得超过八小时；涉案人数众多、违反治安管理行为人身份不明的，询问查证的时间不得超过十二小时；情况复杂，依照本法规定可能适用行政拘留处罚的，询问查证的时间不得超过二十四小时。在执法办案场所询问违反治安管理行为人，应当全程同步录音录像。
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Joe FayTechnology Reporter