#思维链

2 related articles

May 17, 2026·3 min

AI Agent Core Principles Explained: The Decision Loop and Three-Component Architecture

Deep dive into AI Agent core principles: the Sense-Plan-Act-Observe decision loop, and how Planning, Memory, and Tools components transform LLMs into autonomous digital employees.

llm-echo 0.5a0: A Testing Powerhouse for Simulating Chain-of-Thought LLM Output

Tech Frontiers

May 16, 2026·2 min

llm-echo 0.5a0: A Testing Powerhouse for Simulating Chain-of-Thought LLM Output

Simon Willison releases llm-echo 0.5a0 with a new thinking option to simulate LLM chain-of-thought output. Learn how this testing plugin streamlines AI development workflow automation.