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Deep Tide TechFlow News, May 28, according to PRNewswire, AI infrastructure company Modiqo announced the completion of a $3 million pre-seed funding round, led jointly by Heavybit and Seligman Ventures, with participation from Irregular Expressions and several angel investors. Modiqo aims to address the core issues of AI Agents being "unstable, hard to reproduce, and costly" in production environments. The company pointed out that current AI systems perform well during initial deployment but tend to fail when models are updated or API changes occur, requiring businesses to continuously rebuild workflows, leading to cost and efficiency problems.