← Saturday, October 17, 2026ArchitectureDeep dive
High-compute agents separate orchestration, execution and governance
The proposed architecture separates cognitive orchestration from sustained GPU-bound execution and places both inside an enterprise governance plane. That separation is useful when agent tasks outlast ordinary API calls and require specialized compute or protected data.
- What
- A three-layer design separates cognitive orchestration, high-compute execution, and enterprise governance for biotech agents.
- How
- ESMFold and GenMol run as NIMs on GKE using G4 VMs; recommendations include warm node pools and preloading model weights into VRAM.
- Why it matters
- The design addresses cold starts and infrastructure overhead for sustained, GPU-bound drug discovery workloads.
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