Mushegh Manukyan — Systems Notes

Technical notes on Web3 market interfaces, evidence quality, operational fallbacks, and transparent product design.

Mushegh Manukyan — Founder & CEO of ARMCP, based in Yerevan, Armenia.

I write practical engineering notes about market-data systems, blockchain products, regulation-aware interfaces, and startup building. My perspective is informed by more than eight years across mining, trading, and investing, with an emphasis on turning operational uncertainty into explicit, reviewable product behavior.

The examples here are educational and synthetic. They describe design patterns, not production guarantees or financial advice.