Founder & CEO of ARMCP (https://armcp.net/) in Yerevan. I work on resilient data interfaces, distributed-systems boundaries, and practical observability for real-time Web3 products. More than eight years across mining, trading, and investing inform the failure cases I study; my examples use synthetic data and are not investment advice.
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