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Recent Blog Posts
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.
DeepSeek V4 Pro (0813): Thinking Passback & 3-API Matrix
DeepSeek V4 Pro (0813) hands-on guide: thinking toggle and reasoning_effort levels, mandatory thinking-history passback, tools, caching, and a 3-API matrix.
DeepSeek V4 Flash Was Degraded Today. Here’s Why Multi-Provider Failover Matters
On August 4, 2026, DeepSeek’s official status page recorded two API degraded-performance incidents. The first incident lasted 1 hour and 18 minutes, from 02:02 to 03:20 UTC, and affected DeepSeek V4 Flash, V4 Pro, and Expert Mode. The second incident lasted 36 minutes, from 03:43 to 04:20 UTC, and affected the DeepSeek V4 Flash API. Both incidents have since been resolved. OpenCode also reported that DeepSeek Flash was experiencing capacity issues due to unprecedented demand. However, DeepSeek
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