Open Source AI Hits a Wall in Long-Running Agentic Loops

bindureddy · x · 2026-08-05

The author observes that open-source models like Qwen and DeepSeek fail miserably in long-running agentic loops. They suggest that Chinese models need to improve content handling, prompt caching, and context compaction. While not yet ready for prime time, they are expected to improve in the coming weeks.

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