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One of the strategic efforts to improve the quality of learning in schools is educational supervision. This study examines how to implement educational supervision to improve learning. Educational supervision includes classroom observation, professional teacher guidance, performance evaluation, and providing constructive criticism. The research methods used include in-depth interviews with principals, teachers, and school supervisors. The results of the study indicate that teachers can improve their pedagogical skills, create a more interactive learning atmosphere, and improve student learning outcomes with effective supervision. Effective supervision also helps teachers create different learning methods that are in accordance with student needs. Therefore, educational supervision plays an important role in building a good learning culture in schools.

Human resource (HR) development is a key element in realizing competency-based schools that are able to face the challenges of the globalization era. This study aims to analyze HR development strategies in educational environments with a systematic approach involving teachers, staff, and students. The research methods used are literature review and direct observation at several competency-based schools in Indonesia. The results of the study indicate that effective HR development includes three main aspects: strengthening teacher pedagogical competence, increasing staff managerial capacity, and forming a learning culture in students. The proposed strategies include ongoing training, empowering digital technology, and collaborating with external parties such as the business world and industry. The implementation of this strategy shows an increase in individual and institutional performance, especially in terms of adaptability to curriculum changes, the use of technology in learning, and student learning outcomes. In addition, it was found that visionary leadership support and adequate facilities are the main supporting factors for the success of HR development in competency-based schools. In conclusion, integrated and competency-oriented HR development not only strengthens school competitiveness but also supports the creation of a globally superior generation.