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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

Olena Pochernina

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Review Sep 2026

Specification-Driven Data Architecture Reconstruction: From Physical Code to Logical and Conceptual Specifications

Legacy database migrations often begin with incomplete or outdated documentation, leaving physical data definition language (DDL) as the principal evidence of data architecture. However, DDL does not fully encode conceptual intent, and model-generated completions can be plausible without being correct. This study propo...

Oleg Grynets, Olena Pochernina, V. Lyashkevych · 0 citations

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