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Token Economics

The Hidden Cost of 'Free' Token Loans

April 15, 2026

Most market-making proposals include option tranches that transfer significant economic value from the project treasury. We quantify the real cost using Black-Scholes pricing and show what founders should demand in return.

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Derivatives & Vol

Reading the Vol Surface: What Skew Tells You About Positioning

April 8, 2026

A framework for interpreting BTC options skew across tenors, and what shifts in the smile reveal about dealer positioning, hedging pressure, and directional sentiment.

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Market Structure

Evaluating Market-Maker KPIs: What Good Looks Like

April 1, 2026

Data-driven benchmarks for spread, depth, and uptime commitments across exchange tiers. How to tell if your market maker is actually performing — and what to negotiate before signing.

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Weekly Commentary

Weekly Commentary: March 28, 2026

March 28, 2026

BTC vol surface steepening as front-end IV reprices post-FOMC. Skew dynamics, funding rate divergence, and what the absence of aggressive put buying tells us about positioning.

Coming Soon
Market StructureCumberland Labs / Ergonia

From Rugs to Riches: Memecoin Market Structure

November 20, 2024

A deep dive into how memecoin markets actually work — from launch mechanics and liquidity bootstrapping to the structural dynamics that separate survivors from rugs.

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Derivatives & VolDeribit Insights

Weekend Wrap — Options and Derivatives Market Recap

April 15, 2023

A recurring weekly series covering BTC and ETH options activity, vol surface dynamics, skew shifts, and key positioning signals from the derivatives market.

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EducationalParadigm Insights

The Art of Options Market Making

March 15, 2023

How options market makers think about risk, manage inventory, and provide liquidity — from quoting mechanics to Greeks management and the role of vol models.

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EducationalParadigm Insights

Understanding Gamma

February 15, 2023

A practitioner's guide to gamma — what it measures, why it matters for both traders and market makers, and how gamma exposure shapes market dynamics around key strikes.

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EducationalParadigm Insights

Ratio Spreads

January 15, 2023

Breaking down ratio spread construction, payoff profiles, and practical applications — when to use them, how to size them, and what the embedded risk looks like.

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EducationalParadigm Insights

Calendar Spreads

November 15, 2022

How calendar spreads express a view on term structure and vol differentials across expiries, with practical examples from crypto options markets.

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EducationalParadigm Insights

Butterflies

September 15, 2022

Butterfly spreads as a tool for expressing precise views on price distribution — construction, payoff, and how practitioners use them for pinning and vol plays.

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