Writing

Notes & Guides

Things I've built, learned, or figured out the hard way.

What the Heck is a Local Model?

A beginner's guide to running AI models locally with Ollama: what 8B and Q4 mean, how much RAM you need, real MacBook Air benchmarks, and a 10-minute setup.

Building with Claude as a PM

Building MVPs collapsed from weeks to days. The workflow, the four words you have to know first, and a worked example so the abstract gets concrete.

What the Heck is Liquidity?

From TradFi dark pools to Uniswap math — why markets need it, who provides it, and what actually happens to your money when you LP.

Delta Neutral on Hyperliquid: Earn Funding Rates While the Market Does Whatever It Wants

A practical guide to basis trading on Hyperliquid, covering ETH, BTC, SOL, XRP and the top 10 markets. One version for everyone. One for when you're feeling adventurous.

A Practical Guide to Yield Looping on Aave on Mantle

How to put idle capital to work using sUSDe, GHO, and Aave E-Mode — step by step, with risk analysis and a free modelling tool.

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