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DeFi × AI Convergence: Strategies, Projects & Risks, Decoded
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LATEST
Your DeFAI Agent's Speed Is Exactly What Makes It an MEV Target — Understanding AI-on-AI Extraction  ·  Is Your DeFAI Agent Actually Trading On-Chain, or Just Showing You a Dashboard? Three Checks You Can Run Yourself  ·  What Is ERC-8004? The Ethereum Standard Giving AI Agents an On-Chain ID — and What It Still Can't Verify  ·  What Is the x402 Protocol? How AI Agents Pay Each Other Without Human Approval — and What Can Go Wrong  ·  A $320K Trade Triggered $36M in Liquidations: What PT-reUSD on Morpho Teaches About Hidden Leverage Stacking  ·  MetaMask Agent Wallet Is Live: What Guard Mode vs. Beast Mode Actually Limit Your Agent To

Leon Hayashi

DeFAI ecosystem realist — believes 90% of "AI-powered" DeFi projects are just if/else logic with an API wrapper; true autonomous agents are rare

Tracks the DeFAI ecosystem's competitive landscape and narrative shifts. Builds the Fake DeFAI classification framework to help readers see through AI marketing to actual capability.

Articles

risk

Is Your DeFAI Agent Actually Trading On-Chain, or Just Showing You a Dashboard? Three Checks You Can Run Yourself

September 05, 2026
incident-db

When Something Goes Wrong, Who Do You Actually Call? Mapping Responsibility on a Multi-Party DeFAI Product

August 03, 2026
incident-db

"We Have an Insurance Fund" — Sounds Reassuring, Until You Actually Check the Details

July 31, 2026
incident-db

Your Protocol's Code Looks Familiar — And That Might Not Be a Coincidence

July 30, 2026
incident-db

The Price Never Moved — Yet the Platform Got Arbitraged: A Textbook Oracle Latency Incident

July 26, 2026
incident-db

Too Popular for Its Own Good: How a DeFAI Strategy Got Undermined by Its Own Success

July 25, 2026
incident-db

The Hacker Stole $600 Million, Then Gave It Back: Three Things the Poly Network Incident Teaches

July 25, 2026
incident-db

When an Arbitrage Bot Turned on Itself: Lessons From a 2024 MEV Agent Anomaly

July 24, 2026
incident-db

How $600 Million Vanished: Three Practical Lessons From the Ronin Bridge Incident for DeFAI Users

July 24, 2026
project-anatomy

Anatomy of a DeFAI Project: The Three Things to Check, From Wallet Permissions to Execution Records

July 23, 2026