Share AI

Share AI is Lai Xinlu’s agent-infrastructure company discussed in 探秘 Claude Code，搞懂 Agent Harness｜对谈来新璐. The company built Learn Claude Code as a way to study Claude Code and explain practical Agent Harness design.

The episode presents Share AI’s K-series toolchain as an attempt to provide agent-native infrastructure across cloud, browser, mini-program, and other JavaScript-capable environments. Its direction is Unix-like but lightweight: give agents files, commands, runtime state, observation, and coordination without assuming a heavy traditional sandbox everywhere.

Connections

• Lai Xinlu — founder and episode guest.
• Learn Claude Code — educational/research project around Claude Code harness design.
• K Computer — virtual Unix-style agent computer in the K-series toolchain.
• Agent Harness, Agent-Facing Interfaces, and Agentic Economy — broader infrastructure frames for Share AI’s work.