Series

Applied ML5 posts

• Who audits the auditor?
  Jun 2026
• A social-good protocol, built by an agent fleet
  Jun 2026
• Greedy was enough: active learning on top of a pretrained potential
  May 2026
• The model reads "not" — it just can't use it
  Apr 2026
• When it can't explain what it sees, it asks
  Apr 2026

Bridge & DeFi security9 posts

• An arbitrage bot with no slippage is a sandwich
  Jun 2026
• Rebuilding a perps DEX from its docs
  Jun 2026
• The index fund that held the wrong asset
  Jun 2026
• Anatomy of a memecoin honeypot
  Jun 2026
• The bridge that paid twice
  Jun 2026
• How CoW Protocol settles a trade (and what my TWAP router got wrong)
  Jun 2026
• Auditing my own bridge: from “mints money from nothing” to all-criticals-closed
  Jun 2026
• Static analysis scores 0% on real bridge exploits. What does an LLM score?
  May 2026
• An AMM built to be attacked
  Apr 2026

On-chain randomness & verifiability7 posts

• Anatomy of a fake dice game
  Jun 2026
• Building ZK dark chess: real fog of war on a public chain
  Jun 2026
• What a ZK proof proves (and what it doesn't)
  Jun 2026
• Verifiable isn't trustless: a coin flip on Sui
  Jun 2026
• The other side of the wall: FHE where ZK stops
  Jun 2026
• The on-chain randomness landscape, or: how to pick a chess position fairly
  Jun 2026
• The post-quantum proof that Shor breaks anyway
  Jun 2026

Systems & infrastructure2 posts

• Running an OP Stack L2 with reth
  Jun 2026
• Recursive types, finite values: an EIP-712 bug in alloy
  May 2026