Cases4 cases
1 to 4 of 4
IL-0234An onboarding operator deployed without its scope file installed dev applications on other IONOS Kubernetes clustersIONOS Cloud2026- Symptoms
On 8 May 2026 IONOS Cloud reported "K8s Control Planes not available": some Managed Kubernetes customers in DE/TXL, DE/FRA and DE/FRA/2 had trouble connecting to the control plane and saw degraded Kubernetes functionality. Between 15:22 and 16:12 (UTC+2) applications meant for a new internal development cluster were installed on other customer clusters, which were also modified.
- Trigger
A routine internal operation onboarded a new Managed Kubernetes development cluster. The scoping configuration file for the onboarding operator failed to reach the deployment branch because of a merge conflict, and at the same time a second change removed the operator from the exclusion list, which deployed it at once.
- Root cause
- Component
- Contributing factor
- Remediation
- Corrected the onboarding operator so it needs an explicit namespace configuration before acting on any cluster
- Reconfigured the deployment system to fail deployments when required configuration files are missing
- Rolled back the identified changes on the affected resources
- Ran a recovery script, validated in staging, that removed all unintended installations and updates from the affected clusters
- Action items
- Add a mandatory CI/CD step that confirms all required configuration files reached the target branch before any deployment starts
- Require additional peer review and change management approval for every deployment that touches production, whatever its size
- Give teams a way to inform each affected customer in time about the status of post-incident cleanup
- Lessons
IONOS treats the unintended change to cluster configurations as a failure of the controls that should keep internal operations from affecting customer environments.
IL-0464IONOS Managed Kubernetes control planes went unreachable for minutes at a time as their shared etcd grew and fragmentedIONOS Cloud2026- Symptoms
From 14 to 16 March 2026 a subset of customer control planes on IONOS Managed Kubernetes (MK8s) became unavailable again and again, each time for several minutes. While a cluster was unreachable, operations that depend on the Kubernetes API, such as deployments, scaling and health checks, did not work reliably.
- Root cause
- Component
- Contributing factor
- Remediation
- Defragmented the affected database instances, reclaiming about 3–4 GiB per instance
- Shortened the database compaction intervals on the affected instances
- Deployed a fix for the affected AI Model Hub database services
- Applied final changes to all affected clusters
- Action items
- Expand monitoring dashboards to show control plane health per database instance
- Move the highest-volume clusters to dedicated database backends
- Make incidents of this kind trigger immediate paging
- Roll the updated compaction interval out to all shared control plane database instances
- Run automated, scheduled defragmentation jobs on all instances
- Rebalance clusters across database instances to reduce concentration
- Contact customers whose clusters write disproportionate data, for example to store large security scan reports outside the control plane database
- Introduce per-tenant resource quotas and key-count limits on the shared control plane database
- Re-architect the shared control plane for stronger isolation, with dedicated database instances and better vertical scaling
- Evaluate full database sharding for customers with consistently high data volumes
- Hold regular drills on database resource exhaustion and recovery
IL-0350Hosts in an IONOS TXL cluster lost connectivity when an InfiniBand fabric resweep failed on a full multicast tableIONOS Cloud2026- Symptoms
On 3 March 2026, during a scheduled maintenance to replace a faulty switch in a cluster in IONOS Cloud's TXL data center, monitoring alerts fired and the hosts in that cluster lost network connectivity. Customers saw intermittent network degradation or outages, and the Data Center Designer (DCD) web frontend and the AI Model Hub became unreachable.
- Trigger
During a scheduled maintenance to replace a faulty switch, Topology 2 of 2 in the affected cluster was disabled as planned, and a link flap on a switch in Topology 1 then flooded the InfiniBand control plane with alerts and started a fabric resweep.
- Root cause
- Component
- Contributing factor
- Detection
IONOS began investigating monitoring alerts in TXL; the first status update was posted at 11:36 UTC.
- Remediation
- Switched from the affected control plane to its standby
- Rebooted the locked-up gateways
- Recovered Topology 1 from the scheduled maintenance
- Paused provisioning in the cluster that had a backlog of queued jobs
- Re-enabled provisioning once network connectivity improved and watched job execution
- Re-established connectivity for the systems that support the DCD
- Action items
- Adjusted the control-plane configuration to use less aggressive failover timers and reduced heavy sweep activity, lowering the load on the forwarding table
- Reduced the number of multicast group memberships to relieve the forwarding table
- Set up continuous monitoring of forwarding table use and control-plane memory with alerts before capacity limits are reached
- Move the control plane to dedicated high-performance servers, separate from data-plane traffic
- Audit IPv6 configurations and IPoIB driver settings
- Modernise the interconnect fabric, including switches, gateways and drivers
- Hardened IAM maintenance protocols so that critical identity services keep working when the primary Cloud APIs are temporarily unavailable
- Move IAM to a dedicated platform without a dependency on the standard managed Kubernetes clusters
- Introduce a dedicated provisioning provider for DBaaS and Managed Kubernetes
- Add automated circuit breakers to the provisioning engine against overload and queue buildup from self-healing services
- Improve visibility and control over job execution and prioritisation in the provisioning queue
- Change the provisioning queue architecture to decouple services and reduce spillover
- Lessons
IONOS identified the linking of services through the shared provisioning queue as a key reason the degradation lasted as long as it did. Alongside making each service more robust, it is decoupling the provisioning queue and addressing dependencies between services to reduce the blast radius of future incidents.
IL-0349IONOS Private Cloud in Berlin lost management access, storage and VM internet routing after a VLAN changeIONOS Cloud2026- Symptoms
On 15 January 2026, network services for VMware-based Private Clouds in IONOS Cloud's Berlin location stopped working: customers lost management VPN access and traffic to and from their virtual machines. Inside IONOS, several management interfaces in the Berlin region could no longer be reached.
- Trigger
During a planned maintenance window to add a new VLAN to the management devices, a human error in the command replaced the existing VLANs on the trunk between the core and management devices instead of adding to them, so only the new VLAN stayed active.
- Root cause
- Component
- Contributing factor
- Remediation
- Restarted the affected storage services in the final stage of recovery, which caused a brief second outage
- Action items
- Audit the management device architecture to segment it better (target Q3 2026)
- Evaluate and implement ways to prevent unintended VLAN changes, such as improved configuration safeguards or automation scripts (target Q1 2026)
These 4 cases involve BGP routing and CI system. 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.
By root cause3
Faulty deployment1 case
- Contributing factor
- Organisation
Capacity exhaustion2 cases
- Component
- Contributing factor
- Organisation
Operator error1 case
- Contributing factor
- Organisation