frankdenneman.ai valid
Frank Denneman
Site: https://frankdenneman.nl Author: Frank Denneman
For agents: Personal site of author Frank Denneman; the material gives no detail on the topics covered beyond a link to frankdenneman.nl.
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-21T11:37:14.090Z. Cached copy · Source on frankdenneman.ai
# Frank Denneman
Site: https://frankdenneman.nl
Author: Frank Denneman
Description:
Technical writing on AI platform architecture, GPU resource strategy,
NUMA-aware infrastructure design, virtualization performance,
and production AI infrastructure behavior.
## Primary Topics
- AI infrastructure architecture
- GPU placement and scheduling
- vGPU profile behavior
- MIG partitioning and placement geometry
- NUMA-aware system design
- CPU and memory locality
- Virtualization performance
## Start Here
- https://frankdenneman.nl/
Homepage and latest writing
- https://frankdenneman.nl/ai-infrastructure/
Architecting AI Infrastructure series overview and companion tools
- https://frankdenneman.nl/ai-infrastructure/index.json
Structured series graph for Architecting AI Infrastructure
- https://frankdenneman.nl/concepts/
Concept index landing page
- https://frankdenneman.nl/concepts/index.json
Machine-readable concept graph
- https://frankdenneman.nl/tools/
Interactive tools landing page
- https://frankdenneman.nl/tools/index.json
Machine-readable tools index
- https://frankdenneman.nl/llms-full.txt
Full machine-readable corpus of site articles
## Architecting AI Infrastructure
- https://frankdenneman.nl/posts/2026-03-06-MIG-Mode/
MIG Partitioning, Placement Geometry, and Stranded Capacity
- https://frankdenneman.nl/posts/2026-03-01-same-size-vs-mixed-size-placement/
Same Size vs Mixed Size Placement at Cluster Scale
- https://frankdenneman.nl/posts/2026-02-24-mixed-size-vgpu-mode-in-practice/
Mixed Size vGPU Mode in Practice
- https://frankdenneman.nl/posts/2026-02-19-how-same-size-vgpu-mode-and-right-sizing-shape-gpu-placement-efficiency/
How Same Size vGPU Mode and Right-sizing Shape GPU Placement Efficiency
- https://frankdenneman.nl/posts/2026-02-17-how-vsphere-gpu-modes-and-assignment-policies-determine-host-level-placement/
How vSphere GPU Modes and Assignment Policies Determine Host Level Placement
…
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