Public Tools · Labs
Useful infrastructure and AI utilities.
Vendor-neutral calculators and planning aids for storage, AI systems, and research workflows. Directional estimates, not vendor commitments.
Featured
Public utilities
infrastructure
Storage Sizer (Beta)
Estimate raw, usable, effective, growth-adjusted, and headroom-aware storage capacity from transparent vendor-neutral assumptions.
ai-infrastructure
AI Model Fit (Beta)
Estimate model-weight memory, context overhead, concurrency headroom, and whether a model is likely to fit on a target system.
data-protection
Backup & Recovery Planner (Planned)
Estimate backup repository capacity, ingest volume, retention impact, replication time, and bandwidth from explicit assumptions.
applied-ai
Research Lab (Planned)
Build structured deep-research prompts for technology evaluation, architecture analysis, vendor comparison, incident research, and documentation review.
Roadmap
On the roadmap
Runtime state
What am I using today?
as of
Current provider
custom
Model: qwen3.8:27b
Published by the inference control plane.
Local inference (router)
HEALTHY
Health state reported by AIOps.
Inference node (GB10)
QUARANTINED
Quarantined; no inference served.
Installed models (GB10)
4
Installed on the node; inventory does not imply active or serving.
Infrastructure health
HEALTHY