Agentic vulnerability discovery with proof: autonomous agents hunt bugs, but no claim counts until it is replayed in a fresh container, judged against known bugs, and re-attacked after patching. ZCode (Z.ai/GLM) and Moonshot Kimi Code port of rust-in-peace. PoC or it didn't happen.
rust security cpp fuzzing mobile-security sast security-research red-teaming vulnerability-discovery prompt-injection zcode llm-security llm-agents agentic-ai ai-agent-security kimi-code zcode-skills
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Updated
Oct 12, 2026 - Python