Altcoin alpha research: test the process, not just the backtest
A research workflow for controlling data leakage, selection bias, unrealistic execution, and the temptation to confuse a fitted chart with a durable edge.
The research library
Long-form thinking for the other side of the trade. Explore hedging methods, portfolio construction, fund research, and tokenized assets.
10 guides / 4 research collections

A research workflow for controlling data leakage, selection bias, unrealistic execution, and the temptation to confuse a fitted chart with a durable edge.

Build scenario-based tests for price shocks, margin demands, slippage, and blocked transfers, and turn the results into documented responses.

Evaluate reserves, lending, staking, and tokenized exposures by access conditions and loss mechanisms rather than a headline yield.

Analyze a real-world-asset token from the underlying asset to custody, redemption, and smart-contract control—without confusing transferability with liquidity.

Follow a hypothetical spot-and-futures trade from entry to expiry, separating a quoted basis from net return, financing needs, and execution risk.

Distinguish target weights from risk limits, compare calendar and threshold reviews, and use simple arithmetic to reveal concentration drift.

Build an evidence-based review of a fund’s mandate, valuation, custody, fees, and redemption terms without treating the word “hedge” as a guarantee.

Compare a protective put and a collar with explicit hypothetical payoffs, premium costs, expiry limits, and the risks a derivative cannot cover.

Work through a hypothetical hedge-ratio calculation, then examine contract rounding, unstable relationships, and the collateral the formula leaves out.

A practical starting point for identifying exposure, comparing ways to reduce it, and writing a hedge plan that includes its own failure conditions.
Follow a question
Build your understanding, one useful question at a time.