Cases2 cases
1 to 2 of 2
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-0160A repaired legacy GPU monitoring script sent a firmware query that triggers a race condition in the GPU System Processor of NVIDIA RTX 4000 Ada GPUs, locking up GPU Linodes and LKE worker nodes in several regionsLinode2026- Symptoms
From about 21:00 UTC on March 4, 2026, customers using Linodes backed by NVIDIA RTX 4000 Ada GPUs saw the GPUs lock up. At first the problem seemed limited to worker nodes of the Linode Kubernetes Engine (LKE); later Linode confirmed that every Linode with this hardware was affected, while Standard Compute and other GPU instances were not.
- Trigger
Deployment of a repaired legacy GPU monitoring script, fixed during a routine improvement effort to restore a missing metric on internal observability dashboards.
- Root cause
- Component
- Contributing factor
- Detection
Customers saw the lockups from about 21:00 UTC; the first status post went up at 02:07 UTC on March 5, about 5 hours after the lockups began.
- Remediation
- Disabled the monitoring script across the GPU fleet
- Rebooted the affected nodes
- Action items
- Take improvement and prevention measures to stop a recurrence; the postmortem does not list them
- Lessons
A monitoring script can take down the hardware it watches. A fix meant only to restore a missing metric brought back a firmware query written for an earlier GPU generation, and on the RTX 4000 Ada architecture that query against an active GPU triggers a lockup. The script ran across the GPU fleet, so every Linode with this GPU was affected in several regions, and the investigation first suspected a regression in the host hypervisor or the GPU firmware.
These 2 cases involve CI system and GPU driver. 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 cause1
Faulty deployment2 cases
- Contributing factor
- Organisation
IL-0234An onboarding operator deployed without its scope file installed dev applications on other IONOS Kubernetes clustersIONOS Cloud2026IL-0160A repaired legacy GPU monitoring script sent a firmware query that triggers a race condition in the GPU System Processor of NVIDIA RTX 4000 Ada GPUs, locking up GPU Linodes and LKE worker nodes in several regionsLinode2026