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    DevOps

    AI Incident Response

    Auto-triage production alerts in under 2 seconds with a signed audit trail. Route, enrich and act before a human even reads the page.

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    AIR

    Sub-2s decision latency on every alert

    Signed audit trail for every action

    Deterministic replay of any incident

    How it works

    1. 1

      Ingest

      Webhook source from your alerting or observability platform lands on topic alerts.in. Each event is timestamped on entry.

    2. 2

      Schema firewall

      Malformed payloads are rejected at the door. Required fields validated: severity, source, timestamp, service.

    3. 3

      Parallel enrichment fan-out

      In parallel: asset context (CMDB), recent deploy signal (CI), related alerts within a 5-minute dedup window, and threat intel for security alerts.

    4. 4

      AI classifier

      Classifies the incident as P1/P2/P3 and separates real signals from noise.

    5. 5

      Decision validation layer

      A multi-signal verdict combines a rules engine, the AI classifier, and on-call human ack via chat (60s window). Safe-default policy on degraded mode: page.

    6. 6

      Act & audit

      ACCEPTED → multi-action sink (paging, chat incident channel, ticket, status page update). REJECTED → auto-close with a dashboard widget. Every verdict is sealed in a tamper-evident audit trail.

    Architecture

    end-to-end flow

    How this template handles an event, from webhook to sealed audit.

    sourceWebhook source

    alerting / observability platform

    topic: alerts.in
    processSchema firewall

    validates severity, source, timestamp, service — rejects malformed payloads

    parallel fan-outEnrichment fan-out (parallel)
    Asset context (CMDB)
    Recent deploy signal (CI)
    Related alerts — 5 min dedup window
    Threat intel (security alerts only)
    processAI classifier

    P1 / P2 / P3 — real signal vs noise

    wedgeDecision validation layer

    multi-signal verdict · safe-default on degraded mode: page

    ✓ acceptedACCEPTED

    paging · chat incident channel · ticket · status page update

    ✕ rejectedREJECTED

    auto-close + dashboard widget

    sealedTamper-evident audit trail

    every verdict (accepted / rejected / escalated) is a sealed event · long retention

    main flow convergence sealed / audit

    Audit trail

    • Every verdict (ACCEPTED / REJECTED / ESCALATED) is a signed event, not a log line
    • Replay any incident byte-for-byte against the state at decision time
    • Stream the tamper-evident audit chain to your SIEM with long retention

    Deploy this template

    Pulse is a desktop app with an embedded server. No Docker, no CLI, no YAML — install once and ship templates from the UI.

    1. 1

      Download Pulse Desktop

      Native binaries for macOS, Windows and Linux. Installer is ~80 MB and bundles the runtime — nothing else to set up.

    2. 2

      3-step setup wizard (~90s)

      Pick a workspace, sign in, and let Pulse provision the local server. The wizard walks you through it on first launch.

    3. 3

      Templates → Deploy

      Open the Templates panel, select this template, wire your sources and click Deploy. The pipeline goes live locally in seconds.

    .dmg .msi .deb
    Open in Pulse Requires Pulse 0.1.63+
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