Totally agree lmstudio headless server on a remote machine but control models from your laptop is an amazing workflow. But Gemma 4 was not a good model atleast in my trials “find me the largest text file in all of the current sub folders” it went on a loopy tool call for ever even with Q8
After spending some time on how Claude code (leaked) tools were written, it makes sense why we constantly hit limits, for all the amazing llm capabilities, CC does not have edit tool and always read before write ( this makes sense) but I expected some surgical precision magic software, seems like other agents like master open code and pi are way better than CC in taken usage
If we are living in an era where software release everyday is the norm, no amount of testing is enough to claim stability. Roll the dice everyday with these beautiful stochastic imitators.
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