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• ESAA-Security separates heuristic agent cognition from deterministic state mutation through append-only events, constrained outputs, and replay-based verification.method 95%
• ESAA-Security structures auditing as a governed execution pipeline with four phases: reconnaissance, domain audit execution, risk classification, and final reporting.method 95%
• The ESAA-Security workflow is operationalized into 26 tasks, 16 security domains, and 95 executable checks.technical 95%
• ESAA-Security produces structured check results, vulnerability inventories, severity classifications, risk matrices, remediation guidance, executive summaries, and a final markdown/JSON audit report.result 95%
• In ESAA-Security, agents emit structured intentions under constrained protocols, and the orchestrator validates them, persists accepted outputs to an append-only log, reprojects derived views, and verifies consistency through replay and hashing.method 95%
• The ESAA-Security architecture results in a traceable, reproducible, and risk-oriented audit whose final report is auditable by construction.result 95%
• Prompt-based security review with LLMs often suffers from uneven coverage, weak reproducibility, unsupported findings, and the absence of an immutable audit trail.limitation 90%

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