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Content Validation Status

This page tracks content_validation metadata for in-scope factual-claim documents under docs/best-practices/, docs/operations/, docs/platform/, docs/troubleshooting/. Pages outside this scope — navigation indexes (docs/best-practices/index.md, docs/operations/index.md, docs/platform/index.md, docs/troubleshooting/first-10-minutes/index.md, docs/troubleshooting/index.md, docs/troubleshooting/playbooks/index.md), reference-lookup KQL packs and lab guides (docs/troubleshooting/kql/, docs/troubleshooting/lab-guides/), tutorials, language guides, and start-here landing pages — are not counted here, even when legacy content_validation blocks exist on them (the cleanup tool only removes tautological placeholder claims). See scripts/lib/content_scope.py for the executable scope definition.

Summary

Generated: 2026-09-06

Content Type Total Verified Pending Unverified No Metadata
Mermaid Diagrams 169 169 0 0 0
In-Scope Factual-Claim Documents 125 114 1 0 10

Validation In Progress

10 in-scope document(s) need content_validation metadata added.

pie title In-Scope Document Validation Status
    "Verified" : 114
    "Pending Review" : 1
    "No Metadata" : 10

By Section

Platform

Document Has Sources Status Claims Last Reviewed
Application Gateway For Containers ✅ ✅ Verified 5/5 2026-07-18
Azure Blob Csi Driver ✅ ✅ Verified 4/4 2026-07-18
Azure Cni Powered By Cilium ✅ ✅ Verified 5/5 2026-07-18
Azure Disk Csi Driver ✅ ✅ Verified 4/4 2026-07-18
Azure Files Csi Driver ✅ ✅ Verified 4/4 2026-07-18
Azure Policy Addon ✅ ✅ Verified 5/5 2026-07-18
Cluster Architecture ✅ ✅ Verified 3/3 2026-07-18
Coredns On Aks ✅ ✅ Verified 5/5 2026-07-18
Custom Metrics Scaling ✅ ✅ Verified 5/5 2026-07-18
Dapr Extension ✅ ✅ Verified 4/4 2026-07-18
Defender For Containers ✅ ✅ Verified 5/5 2026-07-18
Flux Gitops Extension ✅ ✅ Verified 4/4 2026-07-18
Identity And Secrets ✅ ✅ Verified 3/3 2026-07-18
Identity Model Comparison ✅ ✅ Verified 3/3 2026-07-18
Ingress Load Balancing ✅ ✅ Verified 4/4 2026-07-18
Istio Managed Addon ✅ ✅ Verified 4/4 2026-07-18
Keda On Aks ✅ ✅ Verified 5/5 2026-07-18
Key Vault Csi ✅ ✅ Verified 3/3 2026-07-18
Networking Models ✅ ✅ Verified 5/5 2026-07-18
Nfs On Aks ✅ ✅ Verified 4/4 2026-07-18
Node Autoprovisioning ✅ ✅ Verified 5/5 2026-07-18
Node Local Dns Cache ✅ ✅ Verified 5/5 2026-07-18
Node Pools ✅ ✅ Verified 3/3 2026-07-18
Outbound Networking ✅ ✅ Verified 5/5 2026-07-18
Pod Security Standards ✅ ✅ Verified 5/5 2026-07-18
Scaling ✅ ✅ Verified 5/5 2026-07-18
Storage Options ✅ ✅ Verified 4/4 2026-07-18
Version Lifecycle ✅ ✅ Verified 4/4 2026-07-18
Workload Identity ✅ ✅ Verified 4/4 2026-07-18

Best Practices

Document Has Sources Status Claims Last Reviewed
Autoscaling ✅ ✅ Verified 4/4 2026-07-18
Common Anti Patterns ✅ ✅ Verified 4/4 2026-07-18
Cost Optimization ✅ ✅ Verified 4/4 2026-07-18
Deployment Strategies ✅ ⚠️ Pending Review 0/3 2026-07-16
Explicit Placement Disruption Control ✅ ✅ Verified 5/5 2026-07-18
Governance ✅ ✅ Verified 5/5 2026-07-18
Networking ✅ ✅ Verified 4/4 2026-07-18
Platform Extensions ✅ ✅ Verified 4/4 2026-07-18
Private Cluster Api Connectivity ✅ ✅ Verified 5/5 2026-07-18
Production Baseline ✅ ✅ Verified 4/4 2026-07-18
Reliability ✅ ✅ Verified 4/4 2026-07-18
Resource Governance ✅ ✅ Verified 4/4 2026-07-18
Security ✅ ✅ Verified 4/4 2026-07-18

Operations

Document Has Sources Status Claims Last Reviewed
Auto Upgrade Channels ✅ ✅ Verified 4/4 2026-07-18
Baseline Alerts ✅ ✅ Verified 4/4 2026-07-18
Blue Green Upgrades ✅ ✅ Verified 3/3 2026-07-18
Cluster Creation ✅ ✅ Verified 4/4 2026-07-18
Cluster Resource Pv Backup ✅ ✅ Verified 4/4 2026-07-18
Credential Rotation ✅ ✅ Verified 6/6 2026-07-18
Diagnostic Settings ✅ ✅ Verified 5/5 2026-07-18
Maintenance Windows ✅ ✅ Verified 4/4 2026-07-18
Managed Prometheus ✅ ✅ Verified 4/4 2026-07-18
Monitoring Logging ✅ ✅ Verified 4/4 2026-07-18
Node Os Upgrades ✅ ✅ Verified 4/4 2026-07-18
Node Pool Operations ✅ ✅ Verified 4/4 2026-07-18
Restore Drills ✅ ✅ Verified 4/4 2026-07-18
Scaling Operations ✅ ✅ Verified 5/5 2026-07-18
Snapshot Operations ✅ ✅ Verified 4/4 2026-07-18
Statefulset Day 2 Operations ✅ ✅ Verified 5/5 2026-07-18
Upgrades ✅ ✅ Verified 4/4 2026-07-18

Troubleshooting

Document Has Sources Status Claims Last Reviewed
Agc Traffic Not Flowing ✅ ✅ Verified 3/3 2026-07-18
Api Server Kubectl Unreachable ✅ ✅ Verified 4/4 2026-07-18
Architecture Overview ✅ ✅ Verified 3/3 2026-07-18
Audience Mismatch ✅ ✅ Verified 2/2 2026-07-18
Az Imbalanced Node Pools Spread ✅ ✅ Verified 4/4 2026-07-18
Azure Policy Denies Workload ✅ ✅ Verified 4/4 2026-07-18
Cilium Dataplane Migration Issues ✅ ✅ Verified 5/5 2026-07-18
Cluster Autoscaler Issues ✅ ✅ Verified 5/5 2026-07-18
Cni Ip Exhaustion ✅ ✅ Verified 4/4 2026-07-18
Connectivity ✅ ❓ No Metadata — —
Control Plane ✅ ❓ No Metadata — —
Coredns Query Latency Drops ✅ ✅ Verified 3/3 2026-07-18
Crashloop ✅ ✅ Verified 3/3 2026-07-18
Dapr Sidecar Fails To Start ✅ ✅ Verified 3/3 2026-07-18
Decision Tree ✅ ❓ No Metadata — —
Defender Alert False Positive ✅ ✅ Verified 4/4 2026-07-18
Evidence Map ✅ ✅ Verified 3/3 2026-07-18
External Hostname Resolution Failure ✅ ✅ Verified 3/3 2026-07-18
Flux Reconciliation Stuck ✅ ✅ Verified 3/3 2026-07-18
Hpa Flapping ✅ ✅ Verified 4/4 2026-07-18
Image Pull Failure ✅ ✅ Verified 4/4 2026-07-18
Image Pull Restricted Egress ✅ ✅ Verified 2/2 2026-07-18
Image Signature Verification Failure ✅ ✅ Verified 4/4 2026-07-18
Index ✅ ✅ Verified 4/4 2026-07-18
Index ❌ ✅ Verified 2/2 2026-07-17
Index ✅ ❓ No Metadata — —
Ingress Failure ✅ ✅ Verified 3/3 2026-07-18
Ingress Not Working ✅ ✅ Verified 3/3 2026-07-18
Istio Sidecar Injection Failure ✅ ✅ Verified 3/3 2026-07-18
Keda Scaler Not Triggering ✅ ✅ Verified 4/4 2026-07-18
Mental Model ✅ ❓ No Metadata — —
Nap Fails To Provision ✅ ✅ Verified 4/4 2026-07-18
Networkpolicy Denies Legitimate Traffic ✅ ✅ Verified 3/3 2026-07-18
Networkpolicy Not Blocking Traffic ✅ ✅ Verified 3/3 2026-07-18
Node Image Upgrade Stuck ✅ ✅ Verified 2/2 2026-07-18
Node Not Ready ✅ ✅ Verified 4/4 2026-07-18
Node Not Ready ✅ ✅ Verified 4/4 2026-07-18
Oidc Issuer Mismatch ✅ ✅ Verified 2/2 2026-07-18
Pdb Drain Disruption Contract ✅ ✅ Verified 3/3 2026-07-18
Pending Pods ✅ ✅ Verified 4/4 2026-07-18
Performance ✅ ❓ No Metadata — —
Pod Crashloopbackoff ✅ ✅ Verified 4/4 2026-07-18
Pod Failures ✅ ❓ No Metadata — —
Pss Enforcement Breaks Deployment ✅ ✅ Verified 4/4 2026-07-18
Pvc Stuck Pending ✅ ✅ Verified 2/2 2026-07-18
Quick Diagnosis Cards ✅ ❓ No Metadata — —
Rbac Success Key Vault Fail ✅ ✅ Verified 2/2 2026-07-18
Ready Capacity Drops Below Desired ✅ ✅ Verified 4/4 2026-07-18
Scaling ✅ ❓ No Metadata — —
Scaling Failure ✅ ✅ Verified 4/4 2026-07-18
Service Unreachable ✅ ✅ Verified 4/4 2026-07-18
Snat Port Exhaustion ✅ ✅ Verified 3/3 2026-07-18
Spot Eviction Storm ✅ ✅ Verified 4/4 2026-07-18
Statefulset Stuck Rolling Update ✅ ✅ Verified 2/2 2026-07-18
Surge Upgrade Ip Exhaustion ✅ ✅ Verified 2/2 2026-07-18
Token Exchange Failure ✅ ✅ Verified 2/2 2026-07-18
Topology Spread Skew Under Capacity ✅ ✅ Verified 5/5 2026-07-18
Troubleshooting Method ✅ ✅ Verified 3/3 2026-07-17
Upgrade ✅ ❓ No Metadata — —
Upgrade Blocked Deprecated Api ✅ ✅ Verified 2/2 2026-07-18
Upgrade Blocked Pdb ✅ ✅ Verified 2/2 2026-07-18
Upgrade Failure ✅ ✅ Verified 2/2 2026-07-18
Volume Attach Failure ✅ ✅ Verified 2/2 2026-07-18
Volume Expansion Failure ✅ ✅ Verified 2/2 2026-07-18
Volume Mount Failure ✅ ✅ Verified 2/2 2026-07-18
Webhook Control Plane Blocked ✅ ✅ Verified 3/3 2026-07-18

Validation Categories

Source Types

Type Description Allowed?
mslearn Content directly from or based on Microsoft Learn Yes
mslearn-adapted Microsoft Learn content adapted for this guide Yes, with source URL
self-generated Original content created for this guide Requires justification
community From community sources Not for core content
unknown Source not documented Must be validated

Validation Status

Status Description
verified All core claims traced to Microsoft Learn sources
pending_review Document exists but claims need source verification
unverified New document, no validation performed

How to Add Validation

Before adding metadata, confirm the page is in scope. The block is required ONLY for factual-claim pages under docs/platform/, docs/best-practices/, docs/operations/, and docs/troubleshooting/ (excluding troubleshooting/kql/, troubleshooting/lab-guides/, and navigation landing pages listed in scripts/lib/content_scope.NAVIGATION_INDEXES).

For an in-scope page, add a content_validation block to its frontmatter:

---
content_sources:
  references:
    - type: mslearn-adapted
      url: https://learn.microsoft.com/en-us/azure/aks/...
content_validation:
  status: verified
  last_reviewed: 2026-04-12
  reviewer: ai-agent
  core_claims:
    - claim: "The AKS cluster autoscaler adjusts node count per node pool based on pending pod resource requests."
      source: https://learn.microsoft.com/en-us/azure/aks/cluster-autoscaler-overview
      verified: true
---

Each core_claim MUST be a verifiable factual assertion about Azure Kubernetes Service behavior (a documented limit, default, or feature). Meta-statements such as "this page uses Microsoft Learn as the primary source basis" are tautological and rejected — the marker text primary source basis triggers a fail-fast in this generator.

Then regenerate this page:

python3 scripts/generate_content_validation_status.py

See Also