DevOps, CI/CD & Cloud Prompts
Infrastructure and pipeline audits focusing on container image security, CI caching performance, resource limits, and rollback safety.
Curated Prompts in DevOps, CI/CD & Cloud
All CategoriesProduction Dockerfile Multi-Stage Optimization & Hardening
Optimize Dockerfiles for minimal image size, non-root security, layer caching, and CVE vulnerability reduction.
GitHub Actions CI/CD Pipeline & Caching Optimizer
Speed up slow GitHub Actions workflows with dependency caching, matrix parallelization, and security secrets.
Kubernetes Deployment, HPA & Resource Limits Review
Audit Kubernetes manifests for CPU/memory requests, readiness/liveness probes, HPA, and Pod Disruption Budgets.
Infrastructure-as-Code (Terraform) Security & Drift Review
Audit Terraform HCL code for IAM over-permissioning, unencrypted storage, public security groups, and drift risks.
Database Zero-Downtime Migration & Rollback Strategy
Plan high-volume, live table restructuring and large column migrations without application outages.
Explore Other Prompt Domains
Browse prompts tailored for other engineering disciplines and workflows.
Code Review & Quality
Rigorous pull request and service audits focusing on correctness, concurrency, and security.
Debugging & Incident Analysis
Hypothesis-driven root cause analysis for production exceptions, memory leaks, and deadlocks.
Architecture & API Design
System design reviews, schema indexing, and backward-compatible REST/gRPC API contracts.
Testing & QA
Comprehensive test suite generation spanning boundary conditions, mutation tests, and mocks.
Refactoring & Modernization
Safe legacy codebase transformation, async modernization, and design pattern refactoring.
Agile, Scrum & Product Specs
User story refinement, Gherkin acceptance criteria, and atomic ticket task decomposition.
AI Coding Agents & Rules
Context prompts, .cursorrules generation, and autonomous subagent execution loops.