---
license: mit
language:
- en
task_categories:
- text-classification
tags:
- networking
- observability
- telemetry
- monitoring
pretty_name: "Clarus Telemetry Signal Coherence Loss v0.1"
dataset_id: "network-telemetry-signal-coherence-loss-v0.1"
domain: network_ops
pillar: observability
series: "NET-07"
coherence_pair:
  observable_a: metrics_logs_traces_stream_integrity
  observable_b: alert_accuracy_and_signal_latency
ground_truth: ground_truth_label
validation_status: pre_release
---
What this repo is for

Detect when monitoring systems stop reflecting reality.

Covers real operator risk:

missing metrics

delayed telemetry

alert storms

false positives

blind operation

If telemetry coherence fails
operators lose visibility before outages happen.