AI prompts for coding
25 step-by-step guides for coding and tech. Each guide covers every stage with 20 copy-paste ready prompts.
TLDR
The best coding AI prompts for ChatGPT, Claude, and Gemini. This free library covers 25 specialist coding use cases, each with a structured, copy-and-paste ready prompt collection that guides you from first draft to finished output.
Every coding guide here is designed for professionals who need real results, not generic one-liners. AI prompt guides for developers covering code review, debugging, system design, testing, DevOps, and technical interview preparation. Works with every major AI model and free to use without creating an account.
25 prompt guides for coding and tech
Code Review
Best AI prompts for code review to conduct rigorous, constructive reviews: catching bugs and logic errors, flagging security and performance issues, giving feedback that improves the code and the developer, and reviewing your own code before submitting it
Debugging
Best AI prompts for debugging to diagnose errors systematically, understand what code is actually doing versus what you think it is doing, fix root causes rather than symptoms, and build habits that prevent the same bugs from recurring
Python Programming
Best AI prompts for python programming to cover the full development cycle: writing idiomatic code, debugging effectively, structuring projects cleanly, and using Python for data, automation, and APIs
JavaScript Programming
Best AI prompts for javascript programming to cover modern JavaScript development: writing clean ES6+ code, understanding asynchronous patterns, debugging browser and Node
SQL Queries
Best AI prompts for sql queries to cover the full range: writing queries from scratch, optimizing ones that run too slowly, debugging errors, and designing schemas that support the queries you need
Prompt Engineering
Best AI prompts for prompt engineering to teach you to write instructions that get consistent, high-quality results from large language models across any task, format, or domain
Unit Testing
Free ChatGPT prompts for unit testing to write tests that actually fail when code breaks, cover the right scenarios without testing implementation details, and build a test suite that gives you genuine confidence to ship
Git Commit Messages
Free ChatGPT prompts for git commit messages to write clear, consistent commits that your future self and teammates will actually thank you for
React Development
Best AI prompts for react development to guide developers through various stages of React development, from setting up the project environment to optimizing performance and managing state effectively
TypeScript Programming
Typescript programming prompt examples to provide clear guidance for writing, debugging, and optimizing TypeScript code, helping developers enhance their skills and confidence
CSS Styling
Css styling prompt examples to help users create styles effectively, troubleshoot issues, optimize performance, and maintain a consistent design across different platforms
Database Optimization
Best AI prompts for database optimization to provide a structured approach to identify issues, optimize queries, and enhance overall database performance
Cloud Infrastructure
Free ChatGPT prompts for cloud infrastructure to help users design, implement, and optimize cloud solutions tailored to their needs, ensuring efficiency and scalability
Docker Setup
Free ChatGPT prompts for docker setup to guide users through every stage, from installation to orchestrating containers, ensuring a smooth setup process
CI/CD Pipelines
Best AI prompts for cicd pipelines to design, implement, and optimize your CI/CD processes, ensuring smoother deployments and higher quality releases
Mobile App Development
Best AI prompts for mobile app development to every phase of mobile app development, from ideation and design to coding and testing, ensuring a structured approach that enhances productivity
Machine Learning Basics
Machine learning basics prompt examples to help users understand core concepts, apply basic techniques, and build a solid foundation for further exploration in machine learning
API Integration
Free ChatGPT prompts for api integration to guide users through the entire process: planning the integration, executing the connection, testing functionality, and optimizing performance
System Design Interviews
System design interviews prompt examples to break down the process into manageable stages: understanding the requirements, designing the architecture, discussing trade-offs, and practicing real-world scenarios
Technical Interviews
Technical interviews prompt examples to help candidates prepare by practicing coding problems, explaining their thought process, and managing the interview dynamic effectively
Automation Scripts
Free ChatGPT prompts for automation scripts to guide developers through the process of planning, writing, testing, and optimizing scripts, ensuring they are robust and maintainable
Web Scraping
Web scraping prompt examples to the entire process: identifying the right tools, extracting data efficiently, handling dynamic content, and ensuring ethical compliance
Microservices Design
Microservices design prompt examples to guide developers through every stage of the process: defining service boundaries, designing APIs, ensuring data management, and planning deployment strategies
DevOps Workflows
Best AI prompts for devops workflows to provide structured guidance for automating processes, enhancing collaboration, and ensuring continuous integration and delivery
Testing Strategies
Best AI prompts for testing strategies to develop, refine, and implement a comprehensive testing plan that meets your project needs and enhances overall product quality
Frequently asked questions
What are the best AI prompts for coding?+
The best AI prompts for coding are structured as step-by-step workflows that guide you from planning to final output. This collection includes 25 guides for coding and tech, each with 20 prompts organized across four stages. Copy any prompt, fill in the bracketed [PLACEHOLDERS], and get professional results immediately with ChatGPT, Claude, Gemini, or any major AI tool.
How do I use AI for coding?+
Start by picking the guide that matches your specific goal, then follow the prompts in order. Each guide breaks the task into four stages so the AI builds on what it already knows about your situation. All 25 guides in this collection work with every major AI tool and are designed to take you from a blank page to a finished result.
Are these coding prompt guides free?+
Many guides on this page are free to browse. The full TopFreePrompts library, with 50,000+ prompts, is available with a one-time Lucy+ license rather than a recurring subscription.
Which AI tools work with these coding guides?+
All guides are fully compatible with ChatGPT, Claude, Gemini, Grok, Perplexity, DeepSeek, and every other major text-based AI tool. The prompts are written to be tool-agnostic so the same prompt delivers great results regardless of which AI you use.