标签：#hackernews

https://twitter.com/arnal_charles/status/2060009395107377282 , https://xcancel.com/arnal_charles/status/2060009395107377282 Paper: Formalizing Mathematics at Scale - https://arxiv.org/abs/2605.29955

Hi HN, we’re open-sourcing ktx. It’s an executable context layer that makes agents reliable on your data stack. We built it after going through the experience of building production-grade data agents for dozens of companies. If you’ve also tried building them, or simply tried using Claude Code or Codex on your data warehouse, you’ll know that accuracy is the #1 issue. Agents are great at generating valid SQL, but it’s not always correct SQL. To cite a few examples of “agents gone wrong”: - Stale