Last week I deleted the sentence I was proudest of. It said I run hand-built inference engines: serving stacks I wrote myself, running Qwen and DeepSeek on my own hardware, no cloud, no per-token bill. It sat at the top of my bio, in the list of flagships. Then I read it the way a stranger would, and it said something embarrassing: this man's crown jewel is that he runs someone else's model. So I cut it. Cutting it taught me more than building the engines did.
The line I cut
The engines are real. I built them by hand: quantization, batching, cache tuning, the unglamorous work of keeping a GPU box fast and alive. Getting open models to run locally at usable speed is real engineering, and for a while it was the thing people found most impressive about my work.
That should have been the warning. Impressive is a feeling, and feelings are cheap to fake. Ask what the engines actually prove and the answer is competence. I can build serving infrastructure. Fine. But the weights are public. Qwen and DeepSeek were made by other people, and anyone can download them. A thousand engineers could stand up the same stack in a weekend. The only thing in that sentence that was mine was the labor.
Running Qwen well proves I can build. It does not prove I own anything.






