Kubernetes & AKS Academy · AI Assistant Center

DevOps Prompt Collection

Prompts for pipelines, testing, release governance and platform engineering.

Objective: Use AI to improve delivery design while retaining human approval.

Practical guidance

Pipeline design

01

Define stages, artifacts and controls

Apply this point to a real Kubernetes & AKS Academy design, delivery or operational scenario and record the evidence used to validate the outcome.

02

Generate failure and recovery scenarios

Apply this point to a real Kubernetes & AKS Academy design, delivery or operational scenario and record the evidence used to validate the outcome.

03

Review permissions and secret exposure

Apply this point to a real Kubernetes & AKS Academy design, delivery or operational scenario and record the evidence used to validate the outcome.

Practical guidance

Quality review

01

Check for unsafe defaults

Apply this point to a real Kubernetes & AKS Academy design, delivery or operational scenario and record the evidence used to validate the outcome.

02

Identify missing observability

Apply this point to a real Kubernetes & AKS Academy design, delivery or operational scenario and record the evidence used to validate the outcome.

03

Assess maintainability and reuse

Apply this point to a real Kubernetes & AKS Academy design, delivery or operational scenario and record the evidence used to validate the outcome.