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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

M. Margana

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3 papers indexed here

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Open access Aug 2026

Conversational AI in Informal EFL Speaking Practice: Learners’ Experiences and Pedagogical Implications

This study investigates learners’ experiences and the pedagogical implications of using ChatGPT Voice for informal English as a Foreign Language (EFL) speaking practice. Although conversational AI has attracted growing attention in language learning less is known about learners’ experiences and the pedagogical implicat...

Abdullah Kafabih, M. Margana, R. Herda et al. · 0 citations
Review Open access Aug 2026

Evidence on AI Tools in Second Language Writing: A Systematic Review of SLA Outcomes, Learner Experiences, and Pedagogical Dynamics

A systematic literature review synthesized 22 primary empirical studies published between 2018 and 2025 and concludes that AI tools are most productive when used as supportive writing companions within explicitly scaffolded and collaborative learning environments.

Rifyal Kalam Mahardhika, M. Margana, R. Herda et al. · 0 citations
Open access Aug 2026

Demographic Factors and English Teachers' Readiness for the Emancipated Curriculum in North Kalimantan

This research describes English teachers' readiness for implementing the Emancipated Curriculum at senior high schools in North Kalimantan across five dimensions: cognitive, pedagogical, technological, psychological, and institutional support, and analyzes its correlation with demographic factors. A quantitative correl...

Achmad Errie Diru, M. Margana · 0 citations

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