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Not Quite Artificial

Business engineering judgment.

Notes on solving business problems with product thinking, engineering, and AI—what works, what doesn't, and what was never worth building.

Business DevelopmentProduct EngineeringArchitectureAI & Agents
Viktor Shevliagin in front of a street-art mural

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The 10× Experiment

July 20, 2026 · 11 min read

Can AI agents multiply engineering performance without multiplying defects, bullshit, and invisible work?

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→ Agent Handoffs Are Distributed Systems in a Trench Coat Coming soon → RAG Is a Data Problem Wearing an AI Hat Coming soon

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