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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

Osama Hosam

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Open access 2026

Deployment-Oriented Evaluation of LLM-Generated Optimization Code: Repairability, Compatibility, and Constraint-Coverage in Parallel-Machine Scheduling

Large language models (LLMs) increasingly generate executable optimization code, yet evaluations often rank programs by objective value, overlooking deployment-relevant properties such as validity under structural constraint changes, failure localization, repairability, and component compatibility. We introduce GenSE-S...

Achraf Ghorbel, Nourchène Elleuch Ben Ayed, Keletso J. Letsholo et al. · 0 citations

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