Best one-shot prompts in DevOps
DevSecOps1. DevOps Capability Audit Prompt
Prompt:
Conduct a full-stack DevOps capability audit across CI/CD, IaC, containerization, observability, and security. Identify gaps and recommend upgrades for a high-trust, zero-downtime delivery pipeline.
Why it’s strong:
Covers strategy (maturity model), ops (tooling), and security (Shift-Left/DevSecOps) in one prompt.
2. Policy-as-Code Transformation Blueprint
Prompt:
Design a transformation roadmap to implement Policy-as-Code across a hybrid enterprise infrastructure using OPA, Terraform, and Kubernetes Admission Controllers. Include compliance integration and rollback strategies.
Why it’s strong:
Combines compliance, cloud governance, and operational resilience in one scalable prompt.
3. GitOps vs Platform Engineering Diagnostic
Prompt:
Compare GitOps and Platform Engineering for managing infrastructure at scale. Map strengths, trade-offs, and use-case alignment across regulated, high-availability systems.
Why it’s strong:
Provokes architectural clarity on trends being blindly adopted. Drives intelligent platform choice.
4. Secure Software Supply Chain Threat Map
Prompt:
Create a detailed threat model for a secure software supply chain using SBOMs, SLSA levels, and signed artifact verification. Map all threat vectors across build, test, release, and deploy stages.
Why it’s strong:
Operationalizes DevSecOps using cutting-edge frameworks with real-world threat alignment.
5. Kubernetes Drift Detection Playbook
Prompt:
Build a playbook for real-time configuration drift detection in Kubernetes clusters using tools like ArgoCD, Kyverno, and Falco. Include alerting, auto-remediation, and audit logging strategies.
Why it’s strong:
Brings runtime governance and policy enforcement into a cohesive, automated workflow.
6. Cloud-Native DevOps Maturity Ladder
Prompt:
Define a DevOps maturity ladder for cloud-native teams, from ad-hoc scripting to GitOps-driven autonomous deployments. Align tools, roles, and KPIs at each stage.
Why it’s strong:
Gives leadership a roadmap to level up their DevOps investment with clear value gates.
7. Incident-Driven Chaos Engineering Prompt
Prompt:
Design a chaos engineering protocol based on past production incidents to build resilience in a microservices system. Integrate with CI/CD and SRE playbooks.
Why it’s strong:
Turns historical pain into a proactive learning system. Great for SRE adoption.
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