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Some of the work I do, I do for an (EU) organisation that doesn't have clear rules or guidelines on the use of AI yet. Though I have seen colleague-developers blatantly putting source code into external Claude-like models, I stay true to my principles and don't. I know for certain that everything that I run through my local, offline Pi Container Sandbox cannot leave the machine, and thus can't result in a data breach. I do this for the peace of mind.

I do (unscientifically) experiment whenever a new capable local LLM (<=130b) releases with a license that permits commercial use. As for knowing my models require more work than Opus, I don't mind still having to puzzle on getting the architecture right. In any case, it forces me to stay in the loop of what's being built, which is a good thing.

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