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Recent efforts to integrate computer science (CS) into classrooms have led to an increase in professional development (PD) programs aimed at improving educators’ readiness. This study seeks to identify the factors influencing educators’ choices of CS tools for lesson planning after participating in a PD program. Nineteen educators participated in semi-structured interviews. Thematic analysis revealed six main factors shaping their choices: (1) availability and access to the tool, (2) ease of use, (3) orientation and support from peers, (4) the tool’s capacity to enhance students' learning, (5) instructional capabilities of the tool, and (6) adaptability to student needs. The findings have implications for PD designers and policy makers as they seek productive ways of supporting CS integration in K-12 contexts.