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        "centralus",
        "chilecentral",
        "eastasia",
        "eastus",
        "eastus2",
        "francecentral",
        "francesouth",
        "germanynorth",
        "germanywestcentral",
        "indonesiacentral",
        "italynorth",
        "japaneast",
        "japanwest",
        "koreacentral",
        "koreasouth",
        "malaysiawest",
        "mexicocentral",
        "newzealandnorth",
        "northcentralus",
        "northeurope",
        "norwayeast",
        "polandcentral",
        "southafricanorth",
        "southcentralus",
        "southeastasia",
        "southindia",
        "spaincentral",
        "swedencentral",
        "switzerlandnorth",
        "uaecentral",
        "uaenorth",
        "uksouth",
        "ukwest",
        "westcentralus",
        "westeurope",
        "westus",
        "westus2",
        "westus3"
      ],
      "unavailable_pct": 100.0,
      "unknown_days": 0
    }
  ],
  "modality_counts": {
    "AKS Kubernetes versions": {
      "available": 232,
      "checks": 252,
      "partial": 0,
      "unavailable": 20,
      "unknown": 0
    },
    "AKS extensions": {
      "available": 39506,
      "checks": 51471,
      "partial": 0,
      "unavailable": 11965,
      "unknown": 0
    },
    "Azure AI models": {
      "available": 3958,
      "checks": 11025,
      "partial": 0,
      "unavailable": 7067,
      "unknown": 0
    },
    "VM SKUs": {
      "available": 59940,
      "checks": 95193,
      "partial": 0,
      "unavailable": 35253,
      "unknown": 0
    },
    "aiLatency": {
      "available": 47,
      "checks": 47,
      "partial": 0,
      "unavailable": 0,
      "unknown": 0
    },
    "containerApps": {
      "available": 193,
      "checks": 315,
      "partial": 0,
      "unavailable": 122,
      "unknown": 0
    },
    "hostingPlans": {
      "available": 52,
      "checks": 63,
      "partial": 0,
      "unavailable": 11,
      "unknown": 0
    },
    "modelLatency": {
      "available": 0,
      "checks": 13,
      "partial": 0,
      "unavailable": 13,
      "unknown": 0
    },
    "runtimes": {
      "available": 1352,
      "checks": 1638,
      "partial": 0,
      "unavailable": 286,
      "unknown": 0
    }
  },
  "narrative": "Latest scan: 90 new availability signals and 0 regressions across 12 regions. Azure AI models: newer models/versions rolling out (14 signals; 14 net-new regional availabilities). SRE impact: new regional model/version options for latency, residency, and model selection. Coverage now ranges from 7 to 7 of 64 monitored regions. The noisiest affected signal was unavailable 100.0% of prior observations. Expansion pattern: first observed anywhere in the monitored regions. Examples: eastus \u00b7 Azure AI model/version catalog entry for model selection (microsoft.mai-image-2-6-flash.2026-07-31); eastus \u00b7 Azure AI model/version catalog entry for model selection (microsoft.mai-image-2-6.2026-07-31); southindia \u00b7 Azure AI model/version catalog entry for model selection (microsoft.mai-image-2-6-flash.2026-07-31); southindia \u00b7 Azure AI model/version catalog entry for model selection (microsoft.mai-image-2-6.2026-07-31); and 10 more. Container Apps: Container Apps now advertised (12 signals; 12 net-new regional availabilities). SRE impact: new serverless container placement for event-driven scale and microservices. Coverage now ranges from 46 to 46 of 64 monitored regions. The noisiest affected signal was unavailable 100.0% of prior observations. Expansion pattern: regional expansion of an existing signal. Examples: austriaeast \u00b7 Azure Container Apps provider capability for serverless container planning (containerApps.apps); austriaeast \u00b7 Azure Container Apps provider capability for serverless container planning (containerApps.daprComponents); austriaeast \u00b7 Azure Container Apps provider capability for serverless container planning (containerApps.jobs); austriaeast \u00b7 Azure Container Apps provider capability for serverless container planning (containerApps.managedEnvironments); and 8 more. VM SKUs: VM sizes now offered (64 signals; 54 net-new regional availabilities, 10 restored availabilities, up to 2 prior disappearances). SRE impact: more compute shapes for right-sizing, performance, and cost tuning. Coverage now ranges from 7 to 40 of 64 monitored regions. The noisiest affected signal was unavailable 100.0% of prior observations. Expansion pattern: regional expansion of an existing signal; restored regional signal. Examples: spaincentral \u00b7 Azure virtual-machine size for right-sizing compute (d128nds.v6); spaincentral \u00b7 Azure virtual-machine size for right-sizing compute (d128nlds.v6); spaincentral \u00b7 Azure virtual-machine size for right-sizing compute (d128nls.v6); spaincentral \u00b7 Azure virtual-machine size for right-sizing compute (d128ns.v6); and 60 more. What this means for Azure users: review placement and fallback plans using these catalog/list signals before changing production deployments.",
  "narrative_fallback_reason": "generation_failed",
  "narrative_generation_error": "RuntimeError: Azure OpenAI social draft request failed: HTTP 429: {   \"error\": {     \"message\": \"Your requests to gpt-5.4-mini for gpt-5.4-mini in eastus have exceeded rate limit.\",     \"type\": \"too_many_requests\",     \"param\": null,     \"code\": \"rate_limit_exceeded\"   } }",
  "narrative_grounding_status": "scan_facts_only",
  "narrative_mcp_error": null,
  "narrative_mcp_status": "available",
  "narrative_microsoft_learn_urls": [],
  "narrative_model_deployment": "gpt-5.4-mini",
  "narrative_source": "rule",
  "parked_unknown_changes": 0,
  "previous_date": "2026-09-03",
  "previous_snapshot_path": "snapshots/2026-09-03.json.gz",
  "snapshot_path": "snapshots/2026-09-04.json.gz",
  "snapshot_timestamp": "2026-09-04T08:17:05.675791+00:00",
  "social_drafts": {
    "linkedin": "2026-09-04 recorded 90 new availability signals, 0 regressions, and 0 parked unknown transitions. Latest scan: 90 new availability signals and 0 regressions across 12 regions. Azure AI models: newer models/versions rolling out (14 signals; 14 net-new regional availabilities). SRE impact: new regional model/version options for latency, residency, and model selection. Coverage now ranges from 7 to 7 of 64 monitored regions. The noisiest affected signal was unavailable 100.0% of prior observations. Expansion pattern: first observed anywhere in the monitored regions. Examples: eastus \u00b7 Azure AI model/version catalog entry for model selection (microsoft.mai-image-2-6-flash.2026-07-31); eastus \u00b7 Azure AI model/version catalog entry for model selection (microsoft.mai-image-2-6.2026-07-31); southindia \u00b7 Azure AI model/version catalog entry for model selection (microsoft.mai-image-2-6-flash.2026-07-31); southindia \u00b7 Azure AI model/version catalog entry for model selection (microsoft.mai-image-2-6.2026-07-31); and 10 more. Container Apps: Container Apps now advertised (12 signals; 12 net-new regional availabilities). SRE impact: new serverless container placement for event-driven scale and microservices. Coverage now ranges from 46 to 46 of 64 monitored regions. The noisiest affected signal was unavailable 100.0% of prior observations. Expansion pattern: regional expansion of an existing signal. Examples: austriaeast \u00b7 Azure Container Apps provider capability for serverless container planning (containerApps.apps); austriaeast \u00b7 Azure Container Apps provider capability for serverless container planning (containerApps.daprComponents); austriaeast \u00b7 Azure Container Apps provider capability for serverless container planning (containerApps.jobs); austriaeast \u00b7 Azure Container Apps provider capability for serverless container planning (containerApps.managedEnvironments); and 8 more. VM SKUs: VM sizes now offered (64 signals; 54 net-new regional availabilities, 10 restored availabilities, up to 2 prior disappearances). SRE impact: more compute shapes for right-sizing, performance, and cost tuning. Coverage now ranges from 7 to 40 of 64 monitored regions. The noisiest affected signal was unavailable 100.0% of prior observations. Expansion pattern: regional expansion of an existing signal; restored regional signal. Examples: spaincentral \u00b7 Azure virtual-machine size for right-sizing compute (d128nds.v6); spaincentral \u00b7 Azure virtual-machine size for right-sizing compute (d128nlds.v6); spaincentral \u00b7 Azure virtual-machine size for right-sizing compute (d128nls.v6); spaincentral \u00b7 Azure virtual-machine size for right-sizing compute (d128ns.v6); and 60 more. What this means for Azure users: review placement and fallback plans using these catalog/list signals before changing production deployments.\n\nEvidence note: these are read-only Azure catalog/list signals; unavailable does not mean quota, capacity, deployment failure, or SLA impact.",
    "short_post": "2026-09-04: 90 new availability signals, 0 regressions, and 0 parked unknown transitions. Evidence note: these are read-only Azure catalog/list signals; unavailable does not mean quota, capacity, deployment failure, or SLA impact."
  },
  "status_counts": {
    "available": 105280,
    "partial": 0,
    "unavailable": 54737,
    "unknown": 0
  },
  "summary_counts": {
    "checks": 160017,
    "features": 2556,
    "regions": 64
  },
  "total_changes": 202
}
