btw if you are serious about OpenClaw or similar, the best advice I have is:

use OpenRouter (easy observability), and export your API calls to LangFuse (free plan)

do a few tasks, and read the prompts in LangFuse. Notice where it gets confused. Read reasoning traces, tool