Jacobi Forcing: Helping AI write faster
Parallel guesses, the training that makes them useful, and what the speed and accuracy numbers actually show. Includes an animated explanation.
Writing
AI systems, distributed infrastructure, and what I learn while building.
The Verifiable Agent
Why autonomous agents need verifiable execution, trustworthy memory, and a provable right to act.
AI Agents & Smart Contracts 2.0 — The third wave of blockchain
How agents extend programmable execution with the ability to interpret context and make decisions.
Rollups are Symbi-idiotic
A critique of the economic incentives between Ethereum and its rollups.
How to use “git stash” effectively
A practical guide to setting changes aside, switching tasks, and returning to work with git stash.
Yield-Bearing Stablecoins: Dope or Nope ?
Exploring the incentives and stability challenges of stablecoins backed by yield-bearing collateral.
How I set up a Livepeer node and earned over 1000$ in a month
A practical account of the hardware, setup, and results of running a Livepeer node.
Learning Go: MongoDB CRUD with gRPC
Building a simple CRUD API to explore Go, gRPC, and MongoDB.
My ETHparis Hackaton Experience
My first Ethereum hackathon: finding teammates, building a project, and learning along the way.
Upgradeable Ethereum Contracts V2
A code-led explanation of proxy contracts and delegatecall, with a working example.
Make programmable incentives work for YOU.
How programmable incentives could change collaboration, reputation, and the way businesses work.