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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Filtered prompts
117 prompts match the current filters
Frontend Testing Strategy for microservices
Practical frontend prompt to work through Frontend Testing Strategy for microservices with AI — specific steps, not generic advice.
Best for
Professional goal: Build a scalable frontend system for growth
Next.js SEO Setup for automation script
Make next.js SEO setup for automation script repeatable: a clear frontend prompt with placeholders you fill in.
Best for
Professional goal: Implement a systematic frontend strategy for better results
CSS Architecture for data pipeline Project
Practical frontend prompt to work through CSS Architecture for data pipeline Project with AI — specific steps, not generic advice.
Best for
Professional goal: Streamline the frontend workflow using AI tools
Frontend Performance for mobile app App
Turn "Frontend Performance for mobile app App" into a practical, copy-and-run prompt for frontend in programming & dev.
Best for
Professional goal: Create a comprehensive frontend strategy for better results
Accessibility Audit for WordPress plugin Site
Turn "Accessibility Audit for WordPress plugin Site" into a practical, copy-and-run prompt for frontend in programming & dev.
Best for
Professional goal: Streamline the frontend process with proven methods
React Component Architecture for microservices
Run react component architecture for microservices with AI: a structured frontend prompt you can adapt to your own context.
Best for
Professional goal: Build a scalable frontend process with proven methods
Accessibility Audit for React app Site
A ready-to-use prompt to work through Accessibility Audit for React app Site, built for frontend work.
Best for
Professional goal: Build a scalable frontend approach for scale
Bug report to reproduction steps · an online learning company
Turn information from an online learning company into a ticket with environment, steps, expected result, actual result, and evidence.
Best for
Deliver a ticket with environment, steps, expected result, actual result, and evidence with evidence and one verifiable action.
Bug report to reproduction steps · a B2B subscription software company
Turn information from a B2B subscription software company into a ticket with environment, steps, expected result, actual result, and evidence.
Best for
Deliver a ticket with environment, steps, expected result, actual result, and evidence with evidence and one verifiable action.
Bug report to reproduction steps · an online retail business
Turn information from an online retail business into a ticket with environment, steps, expected result, actual result, and evidence.
Best for
Deliver a ticket with environment, steps, expected result, actual result, and evidence with evidence and one verifiable action.
Bug report to reproduction steps · a professional services agency
Turn information from a professional services agency into a ticket with environment, steps, expected result, actual result, and evidence.
Best for
Deliver a ticket with environment, steps, expected result, actual result, and evidence with evidence and one verifiable action.
Bug report to reproduction steps · a nonprofit organization
Turn information from a nonprofit organization into a ticket with environment, steps, expected result, actual result, and evidence.
Best for
Deliver a ticket with environment, steps, expected result, actual result, and evidence with evidence and one verifiable action.
Bug report to reproduction steps · a small restaurant group
Turn information from a small restaurant group into a ticket with environment, steps, expected result, actual result, and evidence.
Best for
Deliver a ticket with environment, steps, expected result, actual result, and evidence with evidence and one verifiable action.
Bug report to reproduction steps · a regional logistics company
Turn information from a regional logistics company into a ticket with environment, steps, expected result, actual result, and evidence.
Best for
Deliver a ticket with environment, steps, expected result, actual result, and evidence with evidence and one verifiable action.
Bug report to reproduction steps · an outpatient clinic
Turn information from an outpatient clinic into a ticket with environment, steps, expected result, actual result, and evidence.
Best for
Deliver a ticket with environment, steps, expected result, actual result, and evidence with evidence and one verifiable action.
Bug report to reproduction steps · a consumer goods manufacturer
Turn information from a consumer goods manufacturer into a ticket with environment, steps, expected result, actual result, and evidence.
Best for
Deliver a ticket with environment, steps, expected result, actual result, and evidence with evidence and one verifiable action.
Bug report to reproduction steps · a legal advisory firm
Turn information from a legal advisory firm into a ticket with environment, steps, expected result, actual result, and evidence.
Best for
Deliver a ticket with environment, steps, expected result, actual result, and evidence with evidence and one verifiable action.
Risk-focused code review · an online learning company
Turn information from an online learning company into ranked findings with evidence and a suggested change.
Best for
Deliver ranked findings with evidence and a suggested change with evidence and one verifiable action.
Risk-focused code review · a B2B subscription software company
Turn information from a B2B subscription software company into ranked findings with evidence and a suggested change.
Best for
Deliver ranked findings with evidence and a suggested change with evidence and one verifiable action.
Risk-focused code review · an online retail business
Turn information from an online retail business into ranked findings with evidence and a suggested change.
Best for
Deliver ranked findings with evidence and a suggested change with evidence and one verifiable action.
Risk-focused code review · a professional services agency
Turn information from a professional services agency into ranked findings with evidence and a suggested change.
Best for
Deliver ranked findings with evidence and a suggested change with evidence and one verifiable action.
Risk-focused code review · a nonprofit organization
Turn information from a nonprofit organization into ranked findings with evidence and a suggested change.
Best for
Deliver ranked findings with evidence and a suggested change with evidence and one verifiable action.
Risk-focused code review · a small restaurant group
Turn information from a small restaurant group into ranked findings with evidence and a suggested change.
Best for
Deliver ranked findings with evidence and a suggested change with evidence and one verifiable action.
Risk-focused code review · a regional logistics company
Turn information from a regional logistics company into ranked findings with evidence and a suggested change.
Best for
Deliver ranked findings with evidence and a suggested change with evidence and one verifiable action.
Risk-focused code review · an outpatient clinic
Turn information from an outpatient clinic into ranked findings with evidence and a suggested change.
Best for
Deliver ranked findings with evidence and a suggested change with evidence and one verifiable action.
Risk-focused code review · a consumer goods manufacturer
Turn information from a consumer goods manufacturer into ranked findings with evidence and a suggested change.
Best for
Deliver ranked findings with evidence and a suggested change with evidence and one verifiable action.
Risk-focused code review · a legal advisory firm
Turn information from a legal advisory firm into ranked findings with evidence and a suggested change.
Best for
Deliver ranked findings with evidence and a suggested change with evidence and one verifiable action.
Minimum useful test plan · an online learning company
Turn information from an online learning company into high-risk test cases with inputs and expected results.
Best for
Deliver high-risk test cases with inputs and expected results with evidence and one verifiable action.
Minimum useful test plan · a B2B subscription software company
Turn information from a B2B subscription software company into high-risk test cases with inputs and expected results.
Best for
Deliver high-risk test cases with inputs and expected results with evidence and one verifiable action.
Minimum useful test plan · an online retail business
Turn information from an online retail business into high-risk test cases with inputs and expected results.
Best for
Deliver high-risk test cases with inputs and expected results with evidence and one verifiable action.
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.
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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.