Thoughts on Solana DeFi, blockchain development, trading bots, and web3 engineering.
How I integrated Wormhole bridge transactions that yield an unknown number of sequential steps via async generators. Covers the three-phase bridge lifecycle, calldata regeneration, and dual-lock coordination.
How I use Fisher Transform-derived volatility cones to set optimal LP ranges on Orca Whirlpools, with process-isolated Drift hedging and session-based analytics for measuring what actually works.
How market regime detection, expected value calculations, and delta-based hedging transformed a simple DLMM rebalancer into a bot that knows when to sit still. Covers ATR, ADX, EMA indicators, the math behind profitable patience, and LP delta hedging on Drift.
A deep dive into the technical decisions behind this portfolio site. From the content pipeline to the API layer, every choice was made with developer experience in mind.
Hard-won lessons from building and running automated trading bots on Solana. Covers architecture patterns, error handling, and the operational concerns nobody talks about.
Practical lessons from building DeFi bots on Solana. Covers the account model, transaction patterns, real-time monitoring via WebSocket, and production pitfalls that documentation does not warn you about.