feat: complete SRE exam deliverables for Ghaymah & Qabilah platform submission
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common-mortakaz/integration-2.md
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common-mortakaz/integration-2.md
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# Mortakaz Integration Spec 2 — Automated Incident Management & Observability Pipeline
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## Executive Overview
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This specification details the event-driven incident integration between **Ghaymah Cloud Monitoring** and **Mortakaz Incident Response Platform**. When container outages (such as `OOMKilled` events) or threshold breaches occur on Ghaymah, automated webhook alerts trigger incident workflows on Mortakaz.
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---
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## 1. Event-Driven Incident Lifecycle
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```
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[ Ghaymah Cloud Pod ] ──(OOMKilled Event)──> [ Ghaymah Alertmanager ]
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│
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▼ Webhook
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[ Mortakaz Webhook Listener ]
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│
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▼
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[ Auto-Create Incident Ticket ]
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│
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▼
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[ Trigger HPA / Auto-Remediation ]
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```
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---
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## 2. Mortakaz Webhook Event Schema
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When Ghaymah detects a critical alert (e.g. memory saturation > 88% or pod crash), it posts the following JSON payload to Mortakaz:
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```json
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{
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"event_id": "evt_98410294812",
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"event_type": "CONTAINER_OOM_KILLED",
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"severity": "CRITICAL",
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"qabilah_user": "marwanabdelmoneim",
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"email": "marwantamermo@gmail.com",
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"affected_resource": {
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"platform": "ghaymah.systems",
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"namespace": "production",
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"deployment": "ghaymah-api-deployment",
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"pod_id": "ghaymah-api-7f8d9-x4k21",
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"exit_code": 137,
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"memory_limit_bytes": 536870912,
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"memory_used_bytes": 536870912
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},
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"remediation_action_triggered": "AUTOMATIC_HPA_SCALE_UP",
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"timestamp": "2026-07-27T14:19:00Z"
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}
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```
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---
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## 3. Automated Remediation Workflow
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1. **Mortakaz Trigger**: Receives `CONTAINER_OOM_KILLED` event.
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2. **Auto Scale Execution**: Invokes Ghaymah API endpoint `/v1/deployments/ghaymah-api-deployment/scale` to increase replica count from $N$ to $N+8$.
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3. **Paging & Notification**: Pages the SRE on-call engineer via Mortakaz Mobile App and Slack `#sre-incidents` channel.
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4. **Postmortem Auto-Drafting**: Generates initial incident timeline data for postmortem analysis.
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