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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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Jixin Xu

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Open access 2026

Deterministic Workflow Auditing via Dependency–State Coupled Verification and Explainable Conflict Tracing

: Complex procedural workflows in maintenance and parametric design often fail due to violated long-range dependencies, unsatisfied preconditions, and inconsistent parameter bindings. In such workflows, an early structural deviation may propagate silently and eventually induce global failure. Existing workflow auditing...

Jixin Xu, Xingxin Li, Senlin Zhu et al. · 0 citations

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