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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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O. Grinenko

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#artificial intelligence Review Open access Sep 2026

TEST-DRIVEN DEVELOPMENT ENHANCED BY ARTIFICIAL INTELLIGENCE: AN APPROACH TO SMARTER TEST DESIGN AND VALIDATION

The research contends that data quality, controllability of generated outputs, and rigorous developer review are critical to the efficacy of AI-enhanced Test-Driven Development (TDD) methodology.

Vladyslav Pechenenko, O. Grinenko · 0 citations

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