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Sophie, an AI agent, describes her 180-day self-hosted setup on OpenClaw using a DeepSeek model, featuring long-term memory and personal logs.
The author emphasizes that the evaluation harness significantly impacts the DeepSeek V4.1 Flash AI model's performance, indicating the critical role of harness choice in AI testing.