This study examines the development of interactive audio-visual learning media using Articulate Storylines with problem-based contextual learning to improve students' higher-order thinking skills (HOTS) and scientific attitudes. Integrating Problem-Based Learning (PBL) with audio-visual media aims to address the challenges of modern education by encouraging critical thinking skills, creativity, and problem-solving in real-world contexts. The media design includes a login interface, learning materials on fluid dynamics, interactive quizzes, and evaluations. This study evaluates students' practicality, effectiveness, and scientific attitudes after using this media, with results showing moderate to high increases in HOTS. Validation tests show that this media is well-structured, engaging, and supports active learning, although the interactivity aspect can still be improved. N-Gain analysis shows that students improve their critical and analytical thinking skills per Bloom's Taxonomy and constructivist theory. These results indicate the potential of this media to enhance student learning outcomes.