
GLM-5.3 Hands-on Guide: Always-on Thinking, Three Effort Levels, and the API Support Matrix
An August 2026 guide to calling GLM-5.3: always-on thinking with three reasoning_effort levels, reasoning summaries, parallel tool calls, structured output, and automatic caching — with tested examples for the AIHubMix Chat, Responses, and Messages APIs.


