Slurm, Kubernetes, Docker & Linux collectors — read-only infrastructure monitoring. See the engine →
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Infrastructure & AI observability

The Operating System for AI Fabrics

Monitor your workloads and measured resources across Slurm, Kubernetes, Docker and Linux. Connect AI traces and explore fabric decisions separately.

Open the fabric demo Connect infrastructure
CONTROL PLANEGPU RACKS · RDMATELEMETRY ↑OCS · MEMS12 PORTS

4

infrastructure collectors

OTLP

Python & Node traces

Read-only

infrastructure access

120

recent snapshots per environment

One control plane

Measure workloads. Explore decisions.

LOCK-FREE RING BUFFERZERO-COPY · 100µs BINSB0B1B2B3B4B5B6B7NIC 0NIC 1CONSUMERREPLAY LOG

Module 01 · Ingest

Measurements from your infrastructure

Read-only collectors report available resource measurements and workload state from Slurm, Kubernetes, Docker and Linux hosts.

  • Outbound HTTPS collection
  • Revocable environment credentials
  • Missing hardware measurements remain unavailable
GPU 07 · NCCLENGINECLOSED-LOOPQ3 · DEPTH 1,480 / TRIP 1,200CONGESTED · 18%HEALTHY TRUNKREROUTED · 82%

Module 02 · Decide

Reroute congestion before packets drop

Explore congestion and GPU-skew rules in the fabric simulator. Decisions are suggestions; this app does not execute hardware commands.

  • Queue depth trip at 1,200 packets
  • Straggler detection at 15% skew
  • Every action logged and replayable
OPTICAL WARDENOCS · MEMS ARRAYPATH A · LOSS 2.2 dB · BER 1e-9MAKE-BEFORE-BREAKPATH B · LOSS 0.4 dB · ACTIVEGPU STACKZERO-DROP SWITCH

Module 03 · Protect

Explore optical health decisions

Simulated optical loss and bit-error measurements demonstrate suggested make-before-break actions. Real optical monitoring requires a vendor-specific source.

  • Pre-fail at 2.2 dB loss or BER 1e-9
  • Clearly labeled simulated feed
  • No hardware dispatch or zero-drop guarantee

Watch your fabric think

Open the built-in simulator, inject a fault, and inspect suggested actions. Hardware commands are not executed.

Get started