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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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Mohammad El-Ramly

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Preprint Aug 2026

ACEM: A Cost Estimation Model for Agentic Software Engineering

ACEM (Agentic Cost Estimation Model), which decomposes total agentic development cost into three additive dimensions: LLM, HITL, and infrastructure cost, is presented as a fully specified model structure and calibration methodology, with constants left symbolic pending empirical grounding.

Mohammad El-Ramly · 0 citations

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