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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

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Maksetbay Mambetniyazov

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Review Open access Jul 2026

Language and Communication Students' Perceived Mastery in AI Chatbot Prompt Engineering: A Study on Vibe Coding in Educational Mobile Application Development

Results indicate that students usually begin tasks with structured prompts but later move towards mixed or unstructured prompting styles, suggesting a control-then-explore sequence, and suggest that scaffolded instruction in prompt engineering can support more confident and consistent student use of AI chatbots.

Nur Izzati Khairuddin, M. Rashid, H. A. Mohamad et al. · 0 citations

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