Explain resources
Ask what a resource does, how its configuration affects the workload and which related objects are worth inspecting.
Lumen AI
Ask about the resource you’re investigating.
Bring resource state and relevant logs into a question for your configured AI provider. Use the response to identify the next check, explain unfamiliar configuration or develop a possible cause, then verify it against what the cluster shows.
AI investigation workflows
Analyse logs
Use selected log output to explore a possible cause or narrow the next investigation step. The response is a hypothesis to check, not a confirmed incident diagnosis.
Provider choice
Configure a supported cloud or local provider. Decide which context it receives and review the credentials and data handling for your environment.
A connected investigation
Keep the context as you work.
A practical workflow for investigating Kubernetes without losing the environment, evidence or operating boundaries.
- 01
Choose the environment
Confirm the Kubernetes context and namespace. Keep the investigation scoped to the right environment.
- 02
Select the evidence
Bring relevant object state and logs into the question. Review the context collection behaviour of your release.
- 03
Use your provider
Configure a supported cloud or local model. Review its data handling, credentials and operational requirements.
- 04
Verify the explanation
Compare the response with observed events and resource state. An engineer owns the interpretation and next action.
A clearer next step
Try Lumen in your own environment.
Choose a release, connect an existing Kubernetes context and work through an investigation your team knows well. Talk to us when you need help with rollout or enterprise adoption.