Top AI Prompts Tailored for DevOps Teams

Identify 5 deployment strategies for microservices architectures, based on the ‘Q2 Deployment Review’ document.

Use Case: Speeds up planning by leveraging documented best practices.

ClickUp Brain Behaviour: Analyzes linked docs to extract and summarize deployment approaches relevant to your environment.

What are the current trends in CI/CD pipeline optimization for cloud-native apps?

Use Case: Supports efficient pipeline design with up-to-date industry insights.

ClickUp Brain Behaviour: Aggregates findings from internal reports; Brain Max can supplement with external data when accessible.

Draft a runbook for automated rollback procedures referencing ‘Incident Response Guidelines’ and previous postmortem notes.

Use Case: Ensures consistent and clear recovery steps across teams.

ClickUp Brain Behaviour: Extracts key instructions and formats them into an actionable runbook.

Summarize performance benchmarks comparing Kubernetes clusters on AWS vs. Azure from the ‘Cloud Performance Q1’ report.

Use Case: Facilitates informed cloud provider decisions without manual data analysis.

ClickUp Brain Behaviour: Pulls data tables and narrative insights to create a concise comparative summary.

List top monitoring tools and alerting configurations used in high-availability systems, referencing internal audit and vendor documentation.

Use Case: Helps select effective monitoring setups for critical infrastructure.

ClickUp Brain Behavior: Scans documents to identify frequently recommended tools and alert thresholds.

From the ‘Security Testing Protocols’ doc, generate a checklist for vulnerability scans and penetration tests.

Use Case: Simplifies security audit preparations with a structured task list.

ClickUp Brain Behavior: Extracts criteria and formats them into a clear, actionable checklist.

Summarize 3 emerging container orchestration trends from recent DevOps research and tech briefings.

Use Case: Keeps infrastructure teams informed on cutting-edge practices.

ClickUp Brain Behavior: Identifies recurring themes and innovations from linked research materials.

From the ‘Developer Survey 2024’ doc, summarize key preferences for collaboration tools and workflows.

Use Case: Aligns tooling choices with team expectations and productivity drivers.

ClickUp Brain Behavior: Analyzes survey data to highlight common feedback and favored features.

Write concise and clear alert messages for incident notifications using the tone guidelines in ‘CommunicationStyle.pdf’.

Use Case: Improves clarity and consistency in critical system alerts.

ClickUp Brain Behavior: References tone documents to suggest message variations suited for urgency and audience.

Summarize upcoming changes in GDPR compliance affecting log management and data retention.

Use Case: Prepares teams for regulatory updates impacting DevOps processes.

ClickUp Brain Behavior: Condenses linked compliance documents; Brain Max can incorporate public updates if available.

Generate configuration guidelines for multi-region failover setups, referencing internal architecture standards.

Use Case: Ensures resilient system design compliant with company policies.

ClickUp Brain Behavior: Extracts configuration rules and best practices to form a detailed checklist.

Create a disaster recovery checklist using ‘DR Plan 2025’ PDFs and infrastructure documentation.

Use Case: Supports QA and operations teams in verifying readiness and coverage.

ClickUp Brain Behavior: Identifies recovery steps and groups tasks by priority and system impact.

Compare container security features across Docker, Podman, and Kubernetes using competitive analysis docs.

Use Case: Informs security strategy with clear feature comparisons.

ClickUp Brain Behavior: Summarizes documented differences into an easy-to-read format (table or brief).

What DevOps automation trends have gained traction since 2023?

Use Case: Guides teams toward impactful automation initiatives based on recent developments.

ClickUp Brain Behavior: Synthesizes trends from internal reports, project retrospectives, and industry updates.

Summarize key pain points from Southeast Asia cloud infrastructure feedback (latency, scalability, support).

Use Case: Drives region-specific improvements in service delivery.

ClickUp Brain Behavior: Extracts and prioritizes user-reported issues from surveys, support tickets, and feedback forms.

Define the deployment environment clearly

Broad prompts yield vague results. Specify details like infrastructure type (e.g., “Kubernetes cluster” or “AWS Lambda functions”), deployment goals (e.g., “zero downtime updates” or “cost-efficient scaling”), or compliance requirements (e.g., “HIPAA-compliant setup”).

Example: “Outline CI/CD pipeline steps for a microservices app on AWS with automated rollback.”

Use comparative prompts to evaluate tools

AI excels at drawing distinctions between options. Employ “compare X vs Y” prompts to assess monitoring solutions, contrast configuration management tools, or weigh container orchestration platforms.

Example: “Compare Prometheus and Datadog for real-time Kubernetes monitoring.”

Frame prompts around operational tasks

Approach your prompt as a specific DevOps challenge to solve. Instead of “Suggest automation scripts,” focus on outcomes:

Example: “Generate a script to automate database backups with notification alerts on failure.”

Specify desired output formats

Need a runbook, YAML config snippet, checklist, or incident report template? Clearly state it. AI delivers better when output expectations are explicit.

Example: “Provide a bullet list of security best practices for Docker container hardening with explanations.”