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In recent years, several organizations in the U.S. have initiated ambitious programs to drastically increase computer science (CS) course offerings in K-12 schools, requiring the development of a massive workforce versed in both CS content and pedagogy. In-service teachers trained in other disciplines are often assigned to CS classes due to a dearth of certified practitioners, creating a group of educators with varying backgrounds and professional development needs. Our work focuses on understanding what experiences best support in-service teachers to develop the pedagogical content knowledge (PCK) needed for effective CS instruction. As part of our early stage research, we report on our efforts to create think-aloud interviews that elicit evidence of teachers’ CS PCK.