Using LLMs for DeFi research without trusting their guesses
Build an evidence-first DeFi research workflow: bound the question, verify sources and contract identities, check calculations, and preserve unresolved claims.
TOPIC THREAD / 2 ARTICLES
Token research
Evidence, identity checks, and better research notes.
Organize research around verifiable claims rather than a ticker or narrative. These articles connect a practical token checklist with an LLM-assisted workflow so that contract identity, documentation, and unresolved questions remain visible throughout the investigation.
Each article includes a primary reference, practical research questions, and links to connected guides. Read for the mechanism first, then follow the related topics to build a more complete picture.
A practical research checklist for DeFi altcoins
A clear framework for researching DeFi altcoins: verify the token, map its controls, examine evidence, and understand the steps and limits of getting assets back.