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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

Sheng-Chao Qin

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Book Oct 2026

VerusSeek: Retrieval-Augmented LLM-Based Proof Synthesis for Rust Programs

Formal verification of Rust programs with Verus provides strong correctness guarantees, but developing the auxiliary specifications and proofs still requires considerable manual effort. Existing LLM-based proof-synthesis agents can automate part of this process, yet their effectiveness on non-trivial tasks is often lim...

Yu-Cheng Zhang, Cheng Wen, Jia-Lun Cao et al. · 0 citations
Book Open access Oct 2026

Spec-Skill: A Pluggable Coding-Agent Plugin for Neuro-symbolic Program Specification Synthesis

Formal verification provides strong correctness guarantees, but its practical adoption is limited by the cost of writing precise formal specifications. While large language models can generate candidate specifications, prompt-only generation and monolithic LLM pipelines often struggle with verifier feedback, iterative...

Wen-Jie Wu, Jun-Jie Hu, Cheng Wen et al. · 0 citations

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