Short conceptual explorations on security architecture, AI systems and complex operational design.
These notes capture ideas, architectural patterns and emerging concepts that later evolve into full research or tooling.
Architectural comparison between implicit trust multi-agent systems (typical production) and Zero-Trust MAS (ZTMAS). Includes attack surface analysis diagrams, AgentFence MSBR metrics by attack class, and applied controls such as Semantic Firewall, Guardian Agent, and task-scoped execution. Based on AgentFence (arXiv:2602.07652) and ZTMAS (arXiv:2510.18563).
View diagram →Conceptual model for autonomous security agents using evolving graph embeddings to maintain persistent operational context across sessions. Explores how knowledge accumulated during one engagement can inform agent decision-making in subsequent operations.
Self-modifying execution loop design for offensive agents that adjusts tactics based on observed environmental resistance. The loop treats defender responses as signals that update the agent's internal model of the target environment.
These notes represent ideas in motion — some will evolve, some will stay as notes.
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