Iris-mini and Iris-pro are open-weight search agents built on Qwen3.5/3.6 models, designed to autonomously decide when and what to search, how to process results, and when sufficient evidence has been gathered. The systems include context-management strategies like discard-all and retry to handle long-horizon searches, with performance evaluated across multiple benchmarks using a unified harness compatible with OpenAI endpoints.