pillar
Trading Strategies
2 articles
cornerstone
Mean Reversion in Crypto: An AI-Native Approach (2026)
Mean reversion — the idea that prices stretched too far from a moving average snap back — works better in crypto than in equities, but only inside specific regimes. The classical Bollinger / z-score implementations miss the regime question entirely. An AI-native version uses an LLM to classify the regime and swaps strategy accordingly. This is the architecture and the working code.
·Nick H
cornerstone
Market Making Bots in Crypto: A 2026 Guide
A market making bot quotes both sides of an order book, capturing the spread between bid and ask while managing inventory risk. In 2026 it is the most boring profitable strategy in crypto — outperformed in raw return by directional trading, but with a far better Sharpe ratio. This is the architecture, the math, and the working Python.
·Nick H