Incident Library
  • Root cause
  • Component
  • Symptom
  • Contributing factor
  • Case

Cases2 cases

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  1. Symptoms

    From 15:41 UTC on 29 October 2025, customers and Microsoft services using Azure Front Door (AFD) and Azure Content Delivery Network (CDN) got connection timeout errors and DNS resolution issues. Monitoring alerts started the investigation at 15:48 UTC.

    Trigger

    At 15:35 UTC a specific sequence of valid customer configuration changes, made across two different AFD control plane build versions, produced incompatible customer configuration metadata that was deployed to the edge sites.

    Root cause
    Component
    Contributing factor
    Detection

    The configuration protection system detected the data plane impact and blocked configuration changes at 15:43 UTC, and monitoring alerts started the investigation at 15:48 UTC.

    Remediation
    • The configuration protection system automatically blocked all new and in-flight configuration changes worldwide
    • Removed the problematic customer configurations from the latest LKG snapshot by hand
    • Blocked all customer configuration changes from propagating to the data plane
    • Deployed the updated LKG configuration across the global fleet
    • Moved Azure Portal away from Azure Front Door
    • Rebalanced traffic by hand to a few healthy edge sites, then switched back to automatic traffic management
    • Blocked all AFD customer configuration changes at the Azure Resource Manager level until safeguards were in place
    Action items
    • Fix the control plane incompatibility and the data plane bug
    • Process each customer configuration completely and synchronously before production stages
    • Add stages to the phased configuration rollout, with longer bake time between them
    • Move configuration processing on data plane servers into isolated worker processes
    • Reduce configuration propagation time from 45 minutes to about 15 minutes
    • Test backwards compatibility with configurations generated by earlier control plane builds
    • Move critical first-party infrastructure to an active-active setup with fail away
    • Isolate customer configuration and traffic with micro cell segmentation of the AFD data plane
    • Restore customer configurations within one hour by using the local configuration cache
    • Cut data plane recovery further, to about 10 minutes
    • Remove delays in Azure Service Health alerts by raising resource thresholds
    • Extend automated Azure Service Health alerts to similar classes of service degradation
    • Fail over support request systems faster so Premier and Unified customers can always open requests
    Lessons

    Microsoft describes configuration propagation risk as inherent to a global Content Delivery Network, in which route, WAF and origin changes must be deployed quickly worldwide. Both this incident and the 9 October AFD incident came from that risk. This time the incompatible metadata passed a protection system that advances only on healthy data plane signals, because the crash came later from delayed asynchronous processing. Some learnings and repair items from the earlier incident applied here as well. Microsoft advises customers to build a resilient global HTTP ingress layer that stays available during regional or network disruptions, to manage resources through the REST API or PowerShell when management portals are unavailable, and to configure Azure Service Health alerts so the right people hear about service issues.

  2. Symptoms

    From 07:00 to 11:00 UTC on 4 October 2023, some users of Cloudflare's 1.1.1.1 DNS resolver received SERVFAIL responses to valid queries. This reached users of WARP and Zero Trust and of third-party DNS resolvers that use 1.1.1.1, and the first external reports of unexpected SERVFAILs arrived at 7:57 UTC.

    Trigger

    On 21 September 2023, as a planned change in root zone management, a ZONEMD resource record, in effect a checksum of the zone's contents, was added to the root zone for the first time. On 4 October at 07:00 UTC the DNSSEC signatures in the last root zone copy that 1.1.1.1 had loaded expired.

    Root cause
    Component
    Contributing factor
    Detection

    External reports of unexpected SERVFAILs started coming in at 7:57 UTC, and Cloudflare declared an internal incident at 8:03 UTC. Nothing had alerted on static_zone serving a stale root zone during the two weeks before.

    Remediation
    • Deployed an override rule meant to stop 1.1.1.1 from answering with the stale root zone, which did not cover forwarded queries
    • Stopped 1.1.1.1 from preloading the root zone file entirely
    Action items
    • Add alerts for when static_zone serves a stale root zone file
    • Re-evaluate how the root zone is ingested and distributed internally so new record types are handled
    • Improve test coverage for what happens when the root zone fails to parse
    • Limit how long stale copies of the root zone can be used, following RFC 8806
    Lessons

    Cloudflare's main lesson is never to assume an input will not change. Modern systems pull in long chains of libraries that may not be ready when their input changes, so they need tests that catch regressions and components that fail gracefully on new input, and format changes in DNS and BGP should be expected to have an impact. Cloudflare also writes that with better monitoring of the stale root zone, the existing caching would have prevented any impact.

Check your cluster for this

These 2 cases involve CDN and edge network and Authoritative DNS servers and records. kubegap audits a Kubernetes cluster for gaps like these, read-only, from Claude Code or Codex; its checks cite public reports like the ones in this library.

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