- Smart contracts & on-chain systems. Solidity with gas measured in CI, native event-driven execution, prediction-market and trading primitives.
- AI / LLM systems. Calibrated probability models as decision engines, agentic loops, and self-hosted local-LLM serving with real benchmarks.
- Infrastructure. Trading bots, faucets, and ephemeral CI runner farms on AWS; Redis queues, Docker, and the plumbing that keeps it live.
- Measured claims only. If something says fast or cheap, there is a number and a reproducer behind it.
- somnia-vs-keeper-loop: the same contract reacting to an on-chain event across 8 EVM chains, live on testnet. Native reactivity vs the off-chain keeper loop.
- EthOnline2026-Amulet: a wearable pendant that is the only device allowed to carry a transaction to your Ledger. (ETHOnline 2026: Ledger, The Graph, ENS.)
- ec-dreamdex-hackathon-template: a minimal, anti-spoonfeed starter for on-chain binary prediction markets.
Stats served from my own box (ironytower) via github-readme-stats.



