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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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A. N. Saha

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#software testing Review Open access Oct 2026

LAYER 2 OF THE AI-FIRST SDLC: A PROPOSED AGENT-DRIVEN ARCHITECTURE FOR BUILD, VALIDATION, AND RELEASE READINESS

This paper proposes Layer 2 of the AI-First Software Development Lifecycle (SDLC) introduced in our parent framework and extended through the Layer 1 Product and Designer Layer. Layer 2 is a conceptual Build, Validate, and Release architecture intended to transform a Product Requirement Bundle (PRB) and a Design Artifa...

A. N. Saha, D. Patra · 0 citations

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