This talk hopes to initiate ideas on shaping a high school computer science curriculum in marrying Python as a tool for computational thinking and real-life web application development under constrained environments. We will share our journey taken in the Dunman High School A-level Computing curriculum and seek enlightenment and collaboration to improve the state of affairs.