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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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Hiroki Ohtsuji

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Book Open access Aug 2026

Kozuchi Agent: A Language-Agnostic Open-Weight Agent for Software Repair

Kozuchi Agent, a language-agnostic open-weight repair agent and CI-operated evaluation pipeline, is presented, showing that the remaining gap is primarily semantic correctness and selection rather than edit formatting or proprietary-model access.

M. Bahrami, Kosaku Kimura, Satoshi Munakata et al. · 0 citations

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