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A critical factor for creating the conditions that make math professional learning communities (PLCs) promising spaces for advancing math instructional improvement is the advice-seeking behaviors among its PLC members. In this paper, we use quantitative social network analysis and comparative case studies to examine the advice-seeking patterns and turnover of TOC in Algebra I PLCs in four high-poverty schools across two years. Understanding the advice networks of TOC is particularly important as a path to repairing past harms in education systems, as it provides insights into how formalized school structures support instructional improvement and teacher retention.