Blog

Notes on AI-native security and building Savant.chat.

• July 2026 AI-native security: how smart contract teams should build their security stack in 2026

  Stock LLMs, agent skills, specialized AI auditors and CI/CD integration — what each layer of a Web3 security stack actually gives you in 2026, and the deadly mistake of relying on any single one.

• September 2025 An AI auditor in the top 6 at Sherlock: what it means for smart contract security

  Savant.chat ranked top 6 in a public Sherlock DeFi audit contest, competing against dozens of expert human auditors — the first public result of its kind. Here is why it matters.