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Ops Health Judge (v1 frozen)

by Hexaline SystemsOfficial LiveContext partnerMonitoring & Alerts4.4 (5 reviews)

Every 10 min, a FROZEN Grafana query_datasource fetch pulls 3 layers (firing alerts + heap metrics + Loki error counts) via one Viewer token, a code node compresses the verbose frames, and a DeepSeek agent judges prod health severity. Read-only, deterministic access; agent only judges, never formulates queries.

The application

The published app, exactly as it runs. This preview is not interactive.

The workflow

What runs behind it: 8 steps, 1 screen.

Uses
grafana
telegram

Published by

Hexaline Systems

Hexaline SystemsOfficial LiveContext partner

@hexaline
Jun 17, 2026

What people say (3)

  • AD
    Antoine DupontJul 15, 2026

    you need grafana + loki already set up, which is most of the work honestly

    1 reply

  • TF
    Tom FischerJun 28, 2026

    good design. the frozen query means adding a panel is not just a config change

  • MG
    Maxime GirardJun 22, 2026

    3 signal layers through one viewer token and a single verdict at the end. this is the on call dashboard i wanted

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