Engineering tools

Useful before
the quote.

A growing set of practical tools for turning workload requirements into better hardware decisions. The roadmap is public; the tools will come online one by one.

01SSD

Next to build

Enterprise SSD Endurance Planner

Translate capacity, daily writes, workload profile, and service life into a practical enterprise NVMe endurance requirement.

  • Required DWPD and TBW
  • Capacity and workload class
  • Form factor and serviceability notes
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02NET

Planned

Network Fabric Selector

Turn node count, GPU density, protocol, bandwidth, and scale targets into a clearer fabric starting point.

  • Ethernet or InfiniBand direction
  • ConnectX-7 / ConnectX-8 fit
  • Ports, switches, and topology questions
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03TOP

Planned

System Topology Explorer

Visualize how GPUs, CPUs, memory, NICs, and NVMe devices share PCIe paths, sockets, and system bandwidth.

  • PCIe and NUMA relationships
  • GPU, NIC, and storage placement
  • Potential topology bottlenecks
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04CFG

Planned

Validated Configuration Library

Browse reference system patterns organized around real workloads, deployment constraints, and validation scope.

  • 2-, 4-, and 8-GPU patterns
  • Memory, storage, and fabric context
  • Clear reference vs. validated status
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Need an answer now?

The roadmap can wait.
Your requirement does not have to.

Send the workload, scale, and open questions. We can work through the system before each public tool is finished.

Discuss the requirement