Judging whether blockchain systems are durable — not just compelling on paper.
I work across blockchain architecture, DeFi infrastructure, tokenomics, and AI-native financial products — focusing on whether systems hold up technically, economically, and under real market conditions.
This site brings together my writing, speaking, teaching, media commentary, and selected operating contexts.
Deep, systems-level knowledge across the full stack of blockchain and decentralised finance.
Custom blockchain design, Layer 1 and Layer 2 system thinking, consensus-level trade-offs, node infrastructure, and ecosystem composition.
Protocol architecture, liquidity mechanics, staking, farming, token interactions, and the economic logic behind decentralized financial products.
Token utility design, distribution logic, presale and IDO structures, economic risk analysis, and long-term incentive alignment across ecosystems.
Market analysis, derivatives, hedging, scenario modeling, and translating financial mechanics into practical product architecture.
Conversational finance interfaces, agent-driven interaction models, AI-assisted product flows, and systems where automation, user control, and on-chain execution intersect.
Traceability architecture under ESPR: where evidence is captured, which data belongs on-chain, and how role-gated verification holds up under audit.
Analysis, frameworks, and perspectives on blockchain architecture and decentralised finance.
A token standard determines how an asset can move. Its price anchor, correction path, inventory economics, order flow and lifecycle determine where—and how—it should trade.
Read essay →Most agentic systems do not need Web3 rails. The subclass that does is the one where authority, value transfer, and settlement can no longer be separated, and no operator can be the accepted keeper.
Smart contract audits review artifacts. DeFi protocols are not artifacts — they are interactions between contracts, governance actions, oracles, upgrades, bridges, frontends, and transaction histories. The mismatch between unit of review and unit of attack is the reason the failures keep looking the same.
Andrew speaks at major blockchain conferences, summits, and industry events on DeFi architecture, tokenomics, AI-native finance, and the strategic realities of building crypto products.
Andrew has participated in the development and delivery of blockchain education programs for more than 3,500 students and participants, with a focus on DeFi mechanics, tokenization, and practical blockchain system design.
Selected coverage, interviews, and expert commentary.
Expert commentary on blockchain anonymity, KYC/AML, and crypto donations — answers included in the article nearly verbatim.Read ↗
Haust Network and Haia mentioned in the context of 'digital duct tape' — the problem of fragmented corporate systems costing billions.Read ↗
CEX listings are broken, DEX fragments liquidity, memecoins form a separate cycle.Read ↗
Advisory engagements, architecture reviews, keynote speaking, and strategic discussions at the intersection of blockchain infrastructure, DeFi, tokenomics, and AI-native financial systems.