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Prompt category

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.

335 prompts

335

In this category

All of them

Free to copy

5

Subcategories

3

Difficulty levels

Every prompt below is open. Copy it straight into ChatGPT, Claude, or Gemini.

architecture thinking, debugging, and implementation planningturning vague technical asks into concrete build stepsfaster code review, documentation, and delivery workflows

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REST API design with versioning and OpenAPI documentation

Design a robust REST API with naming conventions, versioning, pagination, and Swagger documentation.

IntermediateFree prompt

Best for

Create a professional, well-documented REST API that follows industry best practices and facilitates integration by frontend teams and external partners.

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PostgreSQL Query Optimization and Indexing Strategy

Database performance diagnosis with slow query analysis and index planning.

AdvancedFree prompt

Best for

Identify and resolve PostgreSQL performance bottlenecks through query plan analysis, strategic index creation, and query refactoring.

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Complete Authentication System with JWT, Refresh Tokens, and RBAC

Secure authentication and authorization implementation with rotating tokens and role-based access control.

AdvancedFree prompt

Best for

Build a robust authentication and authorization system that protects the API against common attacks and implements granular permission control.

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Monolith to Microservices Migration with Event-Driven Architecture

Decomposition strategy for a Node.js monolith into microservices with asynchronous message-based communication.

AdvancedFree prompt

Best for

Plan and execute a gradual migration from monolith to microservices without service interruption, using asynchronous communication patterns with message queues.

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Multi-Layer Caching Strategy with Redis and CDN

Multi-layer cache implementation to reduce latency and infrastructure costs.

IntermediateFree prompt

Best for

Design a caching strategy that reduces database load by 80%+ and improves API response time to under 50ms on the most accessed endpoints.

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Multi-tenant SaaS database schema design with data isolation

Designs a database schema for multi-tenant SaaS applications, evaluating isolation strategies and recommending the optimal architecture for the given context.

AdvancedFree prompt

Best for

Create a multi-tenant SaaS database schema that ensures data isolation between clients, allows for scaling, facilitates per-tenant customizations, and simplifies operations such as backup, migration, and per-customer troubleshooting.

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Node.js Best Practices for Chrome extension

Get a strong first draft for node.js best practices for chrome extension instead of starting from a blank page — tuned for backend.

AdvancedFree prompt

Best for

Professional goal: Optimize existing backend approach for scale

architectureserverPython
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Error Handling for microservices API

A ready-to-use prompt to work through Error Handling for microservices API, built for backend work.

AdvancedFree prompt

Best for

Professional goal: Transform the backend process with proven methods

backendAPIdatabase
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Microservices Architecture for WordPress plugin

A ready-to-use prompt to work through Microservices Architecture for WordPress plugin, built for backend work.

IntermediateFree prompt

Best for

Professional goal: Build a scalable backend workflow using AI tools

backendAPIdatabase
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Backend Security for data pipeline System

Get a strong first draft for backend security for data pipeline system instead of starting from a blank page — tuned for backend.

IntermediateFree prompt

Best for

Professional goal: Create a comprehensive backend approach for scale

architectureserverPython
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Authentication System for automation script

Use this prompt to handle authentication system for automation script as a repeatable backend workflow.

IntermediateFree prompt

Best for

Professional goal: Automate the backend framework for efficiency

backendAPIdatabase
Copy-ready promptOpen prompt

REST API Design for mobile app Project

A ready-to-use prompt to work through REST API Design for mobile app Project, built for backend work.

IntermediateFree prompt

Best for

Professional goal: Automate the backend system for growth

backendAPIdatabase
Copy-ready promptOpen prompt

GraphQL Schema for React app API

A ready-to-use prompt to work through GraphQL Schema for React app API, built for backend work.

IntermediateFree prompt

Best for

Professional goal: Design a data-driven backend strategy for better results

architectureserverPython
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GraphQL Schema for ML model API

A focused prompt for backend that helps you work through GraphQL Schema for ML model API faster and more consistently.

IntermediateFree prompt

Best for

Professional goal: Optimize existing backend strategy for better results

backendAPIdatabase
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Caching Strategy for ML model Backend

Use this prompt to handle caching strategy for ML model backend as a repeatable backend workflow.

AdvancedFree prompt

Best for

Professional goal: Optimize existing backend system for growth

backendAPIdatabase
Copy-ready promptOpen prompt

Microservices Architecture for Chrome extension

Run microservices architecture for chrome extension with AI: a structured backend prompt you can adapt to your own context.

IntermediateFree prompt

Best for

Professional goal: Design a data-driven backend strategy for better results

backendAPIdatabase
Copy-ready promptOpen prompt

Microservices Architecture for data pipeline

Run microservices architecture for data pipeline with AI: a structured backend prompt you can adapt to your own context.

IntermediateFree prompt

Best for

Professional goal: Streamline the backend strategy for better results

backendAPIdatabase
Copy-ready promptOpen prompt

Caching Strategy for data pipeline Backend

A focused prompt for backend that helps you work through Caching Strategy for data pipeline Backend faster and more consistently.

IntermediateFree prompt

Best for

Professional goal: Optimize existing backend framework for efficiency

architectureserverPython
Copy-ready promptOpen prompt

Node.js Best Practices for Chrome extension

Turn "Node.js Best Practices for Chrome extension" into a practical, copy-and-run prompt for backend in programming & dev.

IntermediateFree prompt

Best for

Professional goal: Automate the backend strategy for better results

backendAPIdatabase
Copy-ready promptOpen prompt

Microservices Architecture for microservices

Run microservices architecture for microservices with AI: a structured backend prompt you can adapt to your own context.

BeginnerFree prompt

Best for

Professional goal: Streamline the backend system for growth

architectureserverPython
Copy-ready promptOpen prompt

GraphQL Schema for data pipeline API

Make GraphQL schema for data pipeline API repeatable: a clear backend prompt with placeholders you fill in.

IntermediateFree prompt

Best for

Professional goal: Design a data-driven backend strategy for better results

architectureserverPython
Copy-ready promptOpen prompt

Node.js Best Practices for ML model

Turn "Node.js Best Practices for ML model" into a practical, copy-and-run prompt for backend in programming & dev.

IntermediateFree prompt

Best for

Professional goal: Optimize existing backend system for growth

architectureserverPython
Copy-ready promptOpen prompt

Caching Strategy for microservices Backend

Make caching strategy for microservices backend repeatable: a clear backend prompt with placeholders you fill in.

BeginnerFree prompt

Best for

Professional goal: Implement a systematic backend process with proven methods

architectureserverPython
Copy-ready promptOpen prompt

Microservices Architecture for Chrome extension

A ready-to-use prompt to work through Microservices Architecture for Chrome extension, built for backend work.

BeginnerFree prompt

Best for

Professional goal: Develop an effective backend system for growth

architectureserverPython
Copy-ready promptOpen prompt

Error Handling for data pipeline API

Run error handling for data pipeline API with AI: a structured backend prompt you can adapt to your own context.

AdvancedFree prompt

Best for

Professional goal: Design a data-driven backend system for growth

architectureserverPython
Copy-ready promptOpen prompt

Database Schema for WordPress plugin App

Practical backend prompt to work through Database Schema for WordPress plugin App with AI — specific steps, not generic advice.

IntermediateFree prompt

Best for

Professional goal: Design a data-driven backend workflow using AI tools

backendAPIdatabase
Copy-ready promptOpen prompt

Caching Strategy for Python API Backend

Get a strong first draft for caching strategy for python API backend instead of starting from a blank page — tuned for backend.

AdvancedFree prompt

Best for

Professional goal: Develop an effective backend process with proven methods

architectureserverPython
Copy-ready promptOpen prompt

Caching Strategy for Chrome extension Backend

A ready-to-use prompt to work through Caching Strategy for Chrome extension Backend, built for backend work.

AdvancedFree prompt

Best for

Professional goal: Develop an effective backend framework for efficiency

backendAPIdatabase
Copy-ready promptOpen prompt

Database Schema for Chrome extension App

Practical backend prompt to work through Database Schema for Chrome extension App with AI — specific steps, not generic advice.

AdvancedFree prompt

Best for

Professional goal: Enhance the backend system for growth

backendAPIdatabase
Copy-ready promptOpen prompt

Database Schema for Python API App

A focused prompt for backend that helps you work through Database Schema for Python API App faster and more consistently.

IntermediateFree prompt

Best for

Professional goal: Design a data-driven backend framework for efficiency

backendAPIdatabase
Copy-ready promptOpen prompt

Every prompt here is free. The course teaches the thinking behind them.

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Related categories

Explore adjacent prompt libraries that support programming & dev workflows.

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.