Programming & Dev AI prompts
Code, debugging, architecture, DevOps and AI-powered development. Best for architecture thinking, debugging, and implementation planning, turning vague technical asks into concrete build steps, faster code review, documentation, and delivery workflows.
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Every prompt below is open. Copy it straight into ChatGPT, Claude, or Gemini.
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See how this category fits into a role-based AI workflow instead of using prompts in isolation.
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Use the prompt generator when you know the job to be done but not the exact prompt structure yet.
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Move into structured lessons when you want a repeatable system, not only a single prompt.
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Filtered prompts
67 prompts match the current filters
Complete CI/CD Pipeline with GitHub Actions for Next.js Applications
Automated pipeline configuration with tests, build, preview deploys, and production deployment.
Best for
Automate the entire software delivery lifecycle with GitHub Actions, from push to production deployment, including tests, code analysis, and preview environments.
Docker Containerization and Docker Compose Orchestration for Production
Optimized Dockerfiles and docker-compose for development and production environments.
Best for
Create a containerized environment that ensures parity between development and production, with optimized builds, multi-stage builds, and security configurations.
Monitoring and Observability Setup with Grafana, Prometheus, and Alerts
Complete monitoring stack setup with metrics, logs, and alerts for production applications.
Best for
Implement full observability that detects issues before users notice them, with actionable dashboards and intelligent alerting.
Infrastructure as Code with Terraform for AWS/Hetzner
Automated cloud infrastructure provisioning with Terraform, reusable modules, and state management.
Best for
Automate provisioning of all infrastructure required for a production application, ensuring reproducibility, version control, and compliance.
Incident Response Playbook for Engineering Teams
Structured process for detection, response, communication, and postmortem for production incidents.
Best for
Establish a clear incident response process that minimizes detection and resolution time (MTTR), protects user experience, and generates learnings for the team.
Complete observability strategy (logs, metrics, and tracing) for production
Implements the 3 pillars of observability using OpenTelemetry, Prometheus, Grafana, and open source tools to achieve full visibility into production systems.
Best for
Build an observability platform that enables proactive problem detection, rapid incident diagnosis, and full understanding of production system behavior using 3 pillars: structured logs, metrics, and distributed tracing.
CI/CD Pipeline for React app Project
Make CI/CD pipeline for react app project repeatable: a clear devops prompt with placeholders you fill in.
Best for
Professional goal: Optimize existing devops approach for scale
Docker Setup for React app Application
Run docker setup for react app application with AI: a structured devops prompt you can adapt to your own context.
Best for
Professional goal: Transform the devops strategy for better results
Log Management for Python API System
Use this prompt to handle log management for python API system as a repeatable devops workflow.
Best for
Professional goal: Optimize existing devops process with proven methods
Security Scanning for data pipeline Pipeline
A focused prompt for devops that helps you work through Security Scanning for data pipeline Pipeline faster and more consistently.
Best for
Professional goal: Develop an effective devops approach for scale
Log Management for automation script System
Use this prompt to handle log management for automation script system as a repeatable devops workflow.
Best for
Professional goal: Automate the devops process with proven methods
Docker Setup for data pipeline Application
Get a strong first draft for docker setup for data pipeline application instead of starting from a blank page — tuned for devops.
Best for
Professional goal: Build a scalable devops framework for efficiency
Deployment Automation for Python API
Make deployment automation for python API repeatable: a clear devops prompt with placeholders you fill in.
Best for
Professional goal: Enhance the devops system for growth
Kubernetes Config for ML model Service
Get a strong first draft for kubernetes config for ML model service instead of starting from a blank page — tuned for devops.
Best for
Professional goal: Design a data-driven devops workflow using AI tools
Backup Strategy for mobile app Data
Practical devops prompt to work through Backup Strategy for mobile app Data with AI — specific steps, not generic advice.
Best for
Professional goal: Develop an effective devops system for growth
Monitoring Setup for cloud infrastructure App
A focused prompt for devops that helps you work through Monitoring Setup for cloud infrastructure App faster and more consistently.
Best for
Professional goal: Implement a systematic devops strategy for better results
Docker Setup for Chrome extension Application
Get a strong first draft for docker setup for chrome extension application instead of starting from a blank page — tuned for devops.
Best for
Professional goal: Optimize existing devops process with proven methods
Infrastructure as Code for Python API
Get a strong first draft for infrastructure as code for python API instead of starting from a blank page — tuned for devops.
Best for
Professional goal: Build a scalable devops system for growth
Log Management for WordPress plugin System
Run log management for WordPress plugin system with AI: a structured devops prompt you can adapt to your own context.
Best for
Professional goal: Implement a systematic devops system for growth
Kubernetes Config for data pipeline Service
A ready-to-use prompt to work through Kubernetes Config for data pipeline Service, built for devops work.
Best for
Professional goal: Implement a systematic devops strategy for better results
Infrastructure as Code for mobile app
Run infrastructure as code for mobile app with AI: a structured devops prompt you can adapt to your own context.
Best for
Professional goal: Optimize existing devops system for growth
Infrastructure as Code for WordPress plugin
Practical devops prompt to work through Infrastructure as Code for WordPress plugin with AI — specific steps, not generic advice.
Best for
Professional goal: Design a data-driven devops framework for efficiency
Log Management for WordPress plugin System
Run log management for WordPress plugin system with AI: a structured devops prompt you can adapt to your own context.
Best for
Professional goal: Automate the devops process with proven methods
Monitoring Setup for data pipeline App
Practical devops prompt to work through Monitoring Setup for data pipeline App with AI — specific steps, not generic advice.
Best for
Professional goal: Build a scalable devops approach for scale
Deployment Automation for Chrome extension
Turn "Deployment Automation for Chrome extension" into a practical, copy-and-run prompt for devops in programming & dev.
Best for
Professional goal: Transform the devops system for growth
Kubernetes Config for ML model Service
Run kubernetes config for ML model service with AI: a structured devops prompt you can adapt to your own context.
Best for
Professional goal: Implement a systematic devops process with proven methods
Security Scanning for mobile app Pipeline
Use this prompt to handle security scanning for mobile app pipeline as a repeatable devops workflow.
Best for
Professional goal: Build a scalable devops workflow using AI tools
Infrastructure as Code for automation script
Practical devops prompt to work through Infrastructure as Code for automation script with AI — specific steps, not generic advice.
Best for
Professional goal: Create a comprehensive devops strategy for better results
Kubernetes Config for WordPress plugin Service
Use this prompt to handle kubernetes config for WordPress plugin service as a repeatable devops workflow.
Best for
Professional goal: Optimize existing devops approach for scale
CI/CD Pipeline for mobile app Project
A ready-to-use prompt to work through CI/CD Pipeline for mobile app Project, built for devops work.
Best for
Professional goal: Transform the devops process with proven methods
Every prompt here is free. The course teaches the thinking behind them.
Copy as many prompts as you like. When you want to move from single prompts to a repeatable AI workflow, Learn AI in 30 Days walks through it, one day at a time.
Buy the course once ($15/$20 by length), or go all-access for $10/mo with a verifiable certificate.
Related categories
Explore adjacent prompt libraries that support programming & dev workflows.
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Organization, automation, focus, efficient meetings and decision-making
How to use Programming & Dev prompts well
Start with the prompt closest to your workflow, replace any placeholders with your own context, and tell the model what a good output looks like. The fastest improvement usually comes from clearer context, tighter constraints, and a more specific deliverable.
This category is especially useful for architecture thinking, debugging, and implementation planning. Treat the prompt as the execution layer, then refine it into a reusable workflow once you know it solves a real recurring problem.