Continual Harness: Online Adaptation for Self-Improving Foundation Agents. - Seth Karten; Joel Zhang; Tersoo Upaa Jr; Ruirong Feng; Wenzhe Li; Chengshuai Shi; Chi Jin 001; Kiran Vodrahalli (CoRR, 2026)