Deep Agents v0.7

Langchain··Submitted by Mads Kristian Nylund
AI DevelopmentAI ToolsAI Infrastructure

Deep Agents v0.7 introduces a lightweight, configurable base harness that reduces input tokens by 65% while maintaining performance, focusing on context engineering and prompt optimization. The new harness improves token and cost efficiency, achieving reward stability across benchmarks, particularly for gpt-5.6-luna, with significant reductions in both token and cost usage. It offers full control over prompts and middleware stacks, enhancing customization and flexibility, while improving filesystem performance with optimized operations and tool enhancements.

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