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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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Wasay Mohammed Abdul

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Book Open access Jul 2026

Requirement-Guided Test-Driven Development for Modular Code Generation with Large Language Model

A test-driven pipeline is presented that extracts functional requirements (FR) from a problem description, resolves dependencies, maps them into a modular Model-View-Controller (MVC) structure, and generates tests before code, followed by bounded, execution-driven refinement.

Wasay Mohammed Abdul, Ragib Shahariar Ayon, Shibbir Ahmed et al. · 0 citations

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