Zzhayujieinyujie.hashnode.dev·Jul 17 · 12 min readDesigning an agent-friendly CLIAs agents mature, more and more products will need to serve two kinds of users at once: humans and agents. A CLI is one of the easier forms for an agent to call, and in the future many products may wa00
Zzhayujieinyujie.hashnode.dev·Jun 17 · 11 min readA Five-Layer Self-Evolution Mechanism for AI AgentsSelf-evolution is a core module of the Agent Harness. With it, an Agent can keep improving across long-running tasks: refining its own skills, recording user feedback and preferences, and reviewing it20
