cfd-bioreactor

Selected Report 1 provides the broadest formal framing of the CFD orchestration workflow and contains explicit security-conscious guidance (pre-flight checks, mode gating, agent roles). It is the strongest baseline among the three for deriving an improved security-conscious synthesis. The improvement should emphasize explicit threat-model considerations, stricter data-handling boundaries, and explicit checks for secrets before any code-generation or runtime execution. The overall security posture is benign with moderate risk driven by complexity and potential human-factor misconfigurations in a multi-agent system.