Tutorial

Tutorial posts from the AIHubMix team.

• GLM-5.3 Hands-on Guide: Always-on Thinking, Three Effort Levels, and the API Support Matrix — August 14, 2026

  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.

• DeepSeek V4 Pro (0813): Thinking Passback & 3-API Matrix — August 13, 2026

  DeepSeek V4 Pro (0813) hands-on guide: thinking toggle and reasoning_effort levels, mandatory thinking-history passback, tools, caching, and a 3-API matrix.

• Kimi K3 Hands-On Guide: New Parameters & API Support Matrix — July 29, 2026

  July 2026 Kimi K3 guide: reasoning_effort max, thinking history, dynamic tool loading, structured output, auto caching, partial prefix, and vision inputs.

• Claude Opus 4.7 New Parameters Guide — July 20, 2026

  This article covers two key changes to reasoning control in Claude Opus 4.7, along with complete usage instructions for both the AIHubmix native API and the Chat unified interface. See also: Anthropic official announcement and model change log.