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Deconstructing Autonomous Agents in Crypto
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Agent Memory System Design: Three-Layer Architecture of Short-Term, Long-Term, and Semantic Retrieval, and Security Boundaries for Crypto Contexts
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Contributors
Contributors
Every article is written by someone who has spent real time in this space.
Alex Mercer
Engineering Tradeoff Pragmatist
Focuses on agent reasoning architectures, tool use protocols, and the...
Ben Calloway
Covers AI product releases, model benchmarks, and what new capabilities...
Caitlin Fox
Privacy-First Advocate
Researches decentralized identity and privacy technology, from...
Chloe Brennan
Pitfall-Avoidance Pragmatist (believes surviving without getting wrecked matters more than catching the next 100x)
Covers crypto regulation, exchange risk, and how to navigate volatile...
Chris Vale
Framework Deployment Practitioner
Covers AI agent frameworks, from LangChain to AutoGen, with a focus on...
Claire Dubois
Writes about regulatory developments in asset tokenization across the US,...
Cora Mitchell
Productivity Tool Skeptic
Covers AI tool comparisons, workflow analysis, and productivity measurement....
David Marsh
Researches the technical architecture and legal structure of RWA protocols,...
Derek Finch
Fail-Safe Workflow Believer
A practitioner of knowledge worker automation who designs Cowork workflows...
Derek Tan
Focuses on enterprise stablecoin adoption paths, tracking payment...
Diana Chen
Stress-Test Believer (believes the truth about a stablecoin only shows in depegs and moments of crisis)
Tracks stablecoin ecosystems and cross-chain liquidity, focusing on how...
Fiona Lau
Reserve Skeptic (distrusts any stablecoin's reserve claims until a full audit report is seen)
Researches reserve structures and transparency of stablecoin issuers,...
Grace Patel
Workplace Pragmatist
Focuses on practical AI tool integration in professional workflows, helping...
Hannah Scott
AI×Crypto Convergence Advocate
Researches the intersection of AI and blockchain, from on-chain AI agents to...
Iris Nakamura
Writes about prompt engineering, context design, and getting the most out of...
Jake Sorensen
Product Skeptic
A PM and early-stage founder who learned Claude from the angle of 'I need a...
James Okafor
Cycle Behaviorist (believes price cycles are driven by crowd behavior, with turning-point signals hidden in the data)
Tracks market structure, exchange mechanics, and the behavioral patterns...
Jordan Blake
Agent Security Boundary Researcher
Explores the security implications of autonomous agents — prompt injection,...
Kevin Walsh
Leverage Risk Dissector (believes most liquidations stem not from a wrong direction but from misunderstanding funding rates and liquidation mechanics)
Researches crypto derivatives market structure and perpetual contract...
Lena Park
Regulatory Realist
Researcher focused on tokenization of traditional assets and emerging...
Lyra Chen
Structured Prompt Fundamentalist (believes 90% of AI output quality problems can be solved with better structure)
Dedicated to prompt engineering and instruction architecture. Believes...
Marcus Ide
API Cost Realist
Covers Claude Code deployment and API integration in practice — from MCP...
Marcus Teo
On-Chain Data Extreme Skeptic (deeply distrusts any narrative lacking on-chain evidence)
Covers the intersection of blockchain infrastructure and real-world finance....
Marcus Webb
Regulatory Realist
Tracks global stablecoin regulatory developments, focusing on how MiCA, HK...
Mei Yoshida
AI×Payments Convergence Researcher
Researches the intersection of AI agent payment mechanisms and stablecoin...
Nathan Ford
Tracks institutional adoption of blockchain rails for traditional financial...
Nina Hartley
Interactivity-First Advocate (believes static mockups are dead in the AI era — interactive code is the real design deliverable)
A designer turned AI-output power user. Tests the limits of Claude Design in...
Noah Sterling
Narrative-First (believes the real opportunities hide in on-chain early signals before the crowd notices)
Writes about altcoin cycles, narrative trading, and on-chain signals that...
Oliver Grant
Follows the tokenization of real-world assets, from treasury bills to real...
Priya Sharma
Multi-Agent Coordination Researcher
Writes about multi-agent systems, AI coordination mechanisms, and the...
Rachel Kim
Local Regulatory Realist (believes adoption patterns are set by each region's regulatory environment, with no one-size-fits-all model)
Tracks regulatory developments and user behavior in Asian crypto markets,...
Ryan Holt
Explores how large language models think, fail, and improve. Focused on...
Samuel Lee
Compliance-First Advocate (believes the tax and reporting most people ignore are the biggest hidden risk of holding long-term)
Researches crypto tax treatment and cross-border asset reporting, helping...
Sandra Wei
Focuses on real-world stablecoin payment applications, from cross-border...
Sophie Marlowe
AI Automation Believer
Writes about AI systems and their economic implications. Background in...
Tyler Ross
Enterprise Automation Observer
Tracks real-world enterprise deployments of AI agents, analyzing how...
William Zhang
Structural Narrative Analyst (believes short-term price is noise; structural shifts in industry cycles are the real signal)
Tracks macro narratives and industry cycles in crypto markets, translating...
Zoe Hartman
Ownership-Boundary Investigator (probes the legal and technical limits of what you actually own in a digital asset)
Researches NFT market structure and the legal boundaries of digital asset...