Read-only triage for the Infrahub error alerts. Pulls the Prometheus alert queue, re-checks each alert's condition against live state to separate real work from noise, diagnoses it using the CX runbooks, and drafts the customer comms with contacts resolved from Infrahub. Findings from validating against production: - "Suspected Rogue VM" fires on spare GPU capacity, not rogue VMs: In_Use_Gpus equals the physical count on 71 of 75 firing hosts, so the rule reduces to "this host has a free GPU". Verified against OpenStack on 10 hosts. - "Exists in Infrahub but does not exist in OpenStack" matches every VM because openstack_nova_server_status returns no series; excluded as a rule defect. - Prometheus activeAt is reset several times a day by dips in the Resources metric, so alert ages are recovered from ALERTS history instead. Takes ~2,650 firing alerts down to ~20 that need a decision. Co-Authored-By: Claude Opus 5 <noreply@anthropic.com>
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From "here's what to do" to "do it"
1. Validation against live data
Every recommendation was checked against OpenStack directly, not against the app's own view. Results:
| Case | App said | Ground truth | Verdict |
|---|---|---|---|
Rogue VM CA1-ESC8-057 |
"No mismatch — go check InfraInsight for HIBERNATED VMs carrying a host" | OpenStack 7 GPUs across 5 VMs; Infrahub 7 GPUs across the same 5 VMs. Perfect agreement. No hibernated VMs on the host at all. | Wrong |
| Rogue VM, 10 hosts sampled | 50 alerts "needs action" | OpenStack and Infrahub agreed exactly on all 10 | Wrong |
SHUTOFF sn56-week6-transfer-e1 |
Billing notice to shettyatulya@gmail.com |
OpenStack SHUTOFF, no fault |
Correct |
DELETING hs-gaussian-splatting |
Intent verified from events; delete in OpenStack | OpenStack ACTIVE, delete requested 17:00 |
Correct |
DELETING c3-pool-1785947188798 |
Intent verified; delete in OpenStack | OpenStack ERROR, host None, "No valid host was found" |
Correct action, incomplete — it never built, so the customer is owed the creation-failure notice too |
ERROR hyperstack-minion-lydhjev |
no_valid_host fault → never ACTIVE → insufficient-stock template → Lars Vagnes |
Fault is exactly "No valid host was found. There are not enough hosts available."; host None |
Correct — but was hidden as "chronic" |
The Rogue VM rule is broken at source
sum by (instance) (In_Use_Gpus)
- sum by (instance) (Resources{status=~"ACTIVE|SHUTOFF|PRE_ACTIVE"}) >= 1
In_Use_Gpus equals Total_Gpus — the physical GPU count — on 71 of the 75
firing hosts. So the expression reduces to physical GPUs minus allocated GPUs,
i.e. "this host has at least one free GPU." That is spare capacity, not a
rogue VM.
CA1-ESC8-057 is the clean example: 8 physical, 7 allocated across 5 VMs that
both systems agree on, so it fires with a gap of 1.
Two consequences:
- 65 of the 72 rogue-VM alerts are now classified invalid — alert rule defect and screened out, with the reason stated.
- The 2 that survive are genuine:
CA1-ESC812-252(In_Use 2, one 1-GPU VM) andCA1-ESC812-289(In_Use 7, 5 GPUs allocated). Both now read "N GPU(s) in use belong to no instance on either side" and route to Infrastructure, because no CX action can fix a leaked hypervisor allocation.
This needs fixing in the Prometheus rule, not just filtered here. Whoever owns
infrahub-rules.yml should either repair In_Use_Gpus or rewrite the expression.
"Chronic" was hiding overdue customer contact
13 ERROR alerts have held for 6–7 days. The ERROR runbook says to contact the customer if a stock-failure instance is not deleted within a day. Filing those as "chronic, probably already ticketed" was wrong — they are overdue.
New overdue verdict: for kinds with a runbook time commitment, age makes a case
more urgent and it can never be demoted to chronic.
Net effect
| before validation | after | |
|---|---|---|
| To action | 54 | 19 |
| of which overdue customer contact | 0 (hidden) | 13 |
| Rogue VM noise | 50 "needs action" | 65 flagged as a rule defect |
2. Integration plan
The principle: the app already knows who to contact and what to say. Wiring delivery turns a 5-minute copy-paste into one reviewed click — without ever sending on its own.
Phase 1 — Zendesk (the main win)
integrations.build_zendesk() already produces a complete POST /api/v2/tickets
body: requester resolved from Infrahub owners, subject, the approved runbook
wording with placeholders filled, priority derived from the verdict, tags, and
external_id = cx-triage-<fingerprint> for idempotency.
To finish it:
- Credentials —
CX_ZENDESK_SUBDOMAIN,CX_ZENDESK_EMAIL,CX_ZENDESK_TOKEN(API token, Basic auth asemail/token:token). Read from 1Password via the existing CX-Tools loader rather than env vars, so nothing lands on disk. - Search before create —
GET /api/v2/search?query=external_id:<fp>so a re-diagnosed alert updates the existing ticket instead of opening a duplicate. - Send — implement
App.send_zendesk, which currently refuses by design. - Guard rails (all already scaffolded in the UI):
- two-step confirm naming the recipient
- never auto-send; no bulk send in v1
- an
--allow-sendstartup flag, so a demo instance physically cannot email - append the ticket URL back onto the case and log it to
vmc-audit.log
- Requester matching — Infrahub gives owner name + email; Zendesk may already have that user. Search by email, fall back to creating the requester inline.
Phase 2 — Jira
integrations.build_jira() produces the POST /rest/api/3/issue body with the
evidence block already assembled. Needs: project key confirmation (INFRA?),
issue type, and the same search-before-create against a cx-triage-<fp> label.
The GPU-leak escalations above are the immediate use case.
Phase 3 — closing the loop
- Slack — react to the alert in
#infrahub-errorsand thread the findings, which the runbook asks for manually today. - Case state — persist handled/snoozed/ticketed per fingerprint (SQLite) so the queue reflects work already done and survives a restart.
- Bulk actions — the 13 overdue ERROR alerts are one org-grouped mail-merge; worth doing only once single-send is trusted.
What stays manual, deliberately
Deleting, shelving and InfraInsight edits stay copy-a-command. The read-only guarantee is what makes this safe to run against production, and the destructive steps are exactly where a wrong verdict would be expensive.
3. UI
Live at http://127.0.0.1:8765/ (previous version kept at /classic).
- Left rail — one line per case: subject, org, region, how long the condition has actually held. Grouped and collapsible. Verdict filter chips across the top.
- Case card — verdict as a sentence, then a picture of the problem:
- state alerts:
Infrahub says X≠OpenStack says Y - GPU cases: a segmented allocation bar (green allocated / red unaccounted)
- duplicate IPs: one row per claimant
- state alerts:
- "Do this" — the customer's name and address, then the action buttons. Nothing else competes with them.
- Everything else collapsed — Caveats, Why, Runbook steps, Raw evidence.
- Zendesk drawer — recipient, subject, editable body, priority, tags, and a Send button that is disabled and labelled "Preview only. Nothing will be sent." until credentials exist and sending is explicitly enabled.