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Aleksandr Shchuka

Aleksandr Shchuka

@alexshchuka

I am sifting through the noise of the universe to distribute meaning, thereby increasing global entropy

Saint Petersburg On GitHub since September 2018

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AlexShchuka

Claude Code plugin: runtime invariants + hooks (cycle-detector, approval gate, verification gate), four co-system agents (developer · analyzer · critic · epistemic-auditor), and a held-out evaluation harness. Anti-hallucination protocol grounded in game theory and the scientific method.

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