Developing oral language proficiency among English as a Foreign Language (EFL) learners remains a critical challenge within global language education, particularly in contexts where exposure to authentic communicative environments is limited. This study examines the convergence of self-directed professional development, task-based learning methodologies, and the strategic integration of digital media platforms, such as YouTube, as multifaceted tools for enhancing speaking skills. Grounded in constructivist and socio-cultural theoretical frameworks, the research highlights how EFL teachers’ perceptions, pedagogical competencies, and innovative instructional strategies influence learners’ oral fluency, communicative competence, and confidence. Drawing on empirical studies, this article critically evaluates the role of peer scaffolding, problem-based learning, and debate practices in fostering interactive and reflective language learning environments. Furthermore, it examines the psychological barriers posed by foreign language speaking anxiety and explores the potential of digital tools to mitigate these challenges. Through extensive theoretical elaboration and synthesis of contemporary research, the article proposes an integrated model that combines teacher-led guidance, autonomous learning, and digital resources to optimize oral language development. The findings underscore the necessity of bridging pedagogical theory with practice, advocating for curriculum designs that prioritize critical thinking, authentic communication, and reflective self-assessment. Implications for teacher training, classroom interventions, and policy development are discussed, alongside potential limitations and directions for future research aimed at creating sustainable and culturally responsive EFL programs.