DEV Community

Kinetic Goods
Kinetic Goods

Posted on

10 AI Prompts That Will Save Developers Hours Every Week

#ai #programming

I've been using AI coding assistants for 2 years. These are the prompts that actually move the needle on productivity.

Not generic "help me code" prompts. Specific, engineered prompts that solve real problems.

1. Code Review Prompt

The prompt:

Review this code for: security vulnerabilities, performance issues, and adherence to SOLID principles. For each issue found, explain the problem, severity (high/medium/low), and suggested fix.

[paste code]
Enter fullscreen mode Exit fullscreen mode

This catches things like SQL injection risks, N+1 queries, and tight coupling that you miss in self-review.

2. documentation Generator

The prompt:

Write documentation for this function that includes: purpose, parameters (with types), return value, example usage, and potential exceptions. Use Google docstring format.

[paste function]
Enter fullscreen mode Exit fullscreen mode

I use this for every new utility function. Takes 10 seconds instead of 30 minutes of "I'll document it later."

3. Test Case Generator

The prompt:

Generate comprehensive test cases for this function, including: happy path, edge cases, error conditions, and boundary values. Include both unit tests and integration test scenarios.

[paste function]
Enter fullscreen mode Exit fullscreen mode

Coverage goes from 40% to 85%+ in minutes.

4. Refactoring Explainer

The prompt:

Explain why this code works and how it could be improved. Focus on: readability, maintainability, and performance. Then provide a refactored version with explanations.

[paste code]
Enter fullscreen mode Exit fullscreen mode

Great for learning from existing codebases or improving legacy code.

5. Commit Message Generator

The prompt:

Analyze this diff and write a conventional commit message. Format: type(scope): description. Include the file(s) changed and a brief summary.

[paste diff]
Enter fullscreen mode Exit fullscreen mode

Consistent commit messages without the mental overhead.

6. Error Debugger

The prompt:

I'm getting this error: [error message]. Here's the relevant code and stack trace. What are the most likely causes and how do I fix each one?

[paste error + code]
Enter fullscreen mode Exit fullscreen mode

9 times out of 10, it's one of the top 3 causes I hadn't considered.

7. PR Description Writer

The prompt:

Write a PR description for this change. Include: what changed, why it changed, how to test it, and screenshots/recordings if applicable. Keep it under 200 words.

[paste diff or summary]
Enter fullscreen mode Exit fullscreen mode

Consistent PR descriptions = faster reviews.

8. Architecture Decision Helper

The prompt:

I'm building [describe system]. I need to decide between [Option A] and [Option B]. Compare them on: scalability, development speed, maintainability, and cost. Include a recommendation with reasoning.
Enter fullscreen mode Exit fullscreen mode

Used this for choosing between microservices and monolith, PostgreSQL vs MongoDB, and REST vs GraphQL.

9. Onboarding Buddy

The prompt:

Explain this codebase to a new developer. Focus on: project structure, key files, how to run locally, common gotchas, and where to start for [specific feature they need to build].

[paste project structure or key files]
Enter fullscreen mode Exit fullscreen mode

Cut onboarding time from 3 days to 4 hours.

10. Regex Builder

The prompt:

Write a regex that [describe pattern]. Include examples of strings that should match and strings that should not match. Also explain each part of the regex.
Enter fullscreen mode Exit fullscreen mode

Stop fighting with regex for 45 minutes. Get it right the first time.

Get the Complete Prompt Bundle

I've compiled 50+ engineered prompts for developers into a single guide. Covers code review, documentation, testing, debugging, refactoring, and more.

Get AI Quick Win Prompts → — $1.99, instant download.

Top comments (0)