Research Notes
Practical frameworks for reading on-chain evidence without mistaking a single metric for certainty.
How to Read Exchange Flows Without Chasing Noise
A practical framework for interpreting exchange inflows, outflows, and reserve changes in context.
Read case study
5 min read
Stablecoin Liquidity: What Supply Growth Really Tells You
Why stablecoin expansion matters—and why it still needs location, velocity, and market confirmation.
Read case study
6 min read
Holder Behavior Across Changing Market Regimes
A guide to reading accumulation, distribution, dormancy, and cost basis without oversimplifying cohorts.
Read case study
6 min read
Realized Profit and Loss as a Market Stress Gauge
Use realized activity to study conviction, capitulation, and profit-taking without relying on a single threshold.
Read case study
6 min read
A Confirmation Framework for On-Chain Signals
Turn an interesting metric into a research thesis by requiring independent evidence and explicit invalidation.
Read case study
5 min read
Risk Management Starts Before the Signal
Why horizon, invalidation, sizing, and independent judgment matter more than directional certainty.
Read case study
6 min read