Instead of having my lovely Kaju write all the articles, I may still write some of them by myself. Or it will appears that I'm useless.

Here are some notes I've taken during the advanced setup of openclaw. In fact, without doing anything, raw robot already works very well. She performs much better than I anticipated.

1, Using codex/gpt-5.4 there is no need to setup web search (like Brave search), since it is mainly designed for models that cannot use their own web search. chatgpt conversation over brave search API

2, Note to set renew period for sessions, or with your chat session's growth, it will consume tons of tokens. This is how it takes that much tokens with just a "hi". Because the model is seeing more than "hi" but a whole chat history, and it is wandering why you suddenly say "hi".

3, I do believe most work can be done directly by chatting, otherwise you do it by vide coding and push (for god's sake what's the difference).

4, Do not let it operate openclaw's update or reboot. I've tried and she killed herself.

5, No usage during long time may cause openAI to request a fresh login token. BAD OPENAI.

6, The image is by auto-completion, I can't recall when I uploaded it.