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Denis Ostapenko

Denis Ostapenko

I bring order to day-to-day work. Cleaning, production and logistics are my background. I use AI for practical tasks. denisostapenko.com

Oct 17, 2026

How do you feed a rejected hypothesis back into the graph? Keeping the evidence is useful, but I'd also want the next investigation to know why an engineer ruled that chain out.