So with Claude Sonnet 4.6 I'm struggling a lot but making progress developing software. Open models are just no match yet regardless how powerful the machine.
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The magic trick is to run claude code on the machine to program openclaw and use openclaw channels just for day to day use.
Trades offs for privacy