Opinion
AI Agent Architecture: Model Routing and Tool Discovery
Learn why production AI agents need two integrations: AIHubMix for real-time model routing and Monid for runtime tool discovery and API access.
Opinion
Opinion
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
Opinion
GPT-5.6 Is Live: Prompt Caching Billing Changes Explained
July 2026: GPT-5.6 gpt-5.6-sol / terra / luna on AIHubMix: 1.05M context, 1.25x cache writes, prompt_cache_key, explicit breakpoints, vs Claude caching.