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Hi - the author of the post here. I wanted to write up something that was a bit more than "Qwen is the goat" or "Cancelled Claude, run everything local now" or even "The model organised my CD collection, so it's great" - this is real from the trenches stuff. And what the model/harness did achieve may surprise you - along with how it ended up paying for itself.