Chaoyun Zhang

ClawCoin offers a cryptocurrency directly indexed to AI compute costs, enabling agents to quote, escrow, and settle workflows in a unit aligned with their actual resource consumption.

Autonomous web agents get a serious upgrade with WebXSkill, which lets them learn and execute skills with both code-level precision and human-readable guidance.

Knowing the *perfect* API to use or *exact* location to edit could drastically improve SWE agent performance, but knowing the perfect regression test result? Not so much.

Automating software repository build and testing across languages and platforms is now possible, unlocking scalable benchmarking and training for coding agents.