510 AI Prompts That Write Code, Scrape Sites, Debug Faster
After months of testing ChatGPT, Claude, and Gemini for coding tasks, I compiled 510 battle-tested AI prompts across 10 developer categories.
10 Categories
- Python Development (80 prompts): Generate FastAPI endpoints, optimize pandas queries, async patterns
- Web Scraping (60 prompts): BeautifulSoup extraction, Selenium, XHR intercepts
- Data Analysis (50 prompts): Pandas, SQL, visualizations
- API Development (50 prompts): FastAPI, auth, testing
- DevOps & CI/CD (40 prompts): Docker, GitHub Actions
- AI/ML Engineering (50 prompts): RAG, fine-tuning, LLMs
- Prompt Engineering (50 prompts): Meta-prompts for better AI output
- n8n Automation (50 prompts): Workflow automation
- Debugging & Testing (40 prompts): Pytest, error diagnosis
- Freelancing (40 prompts): Proposals, pricing, client work
Multi-Model Compatible
ChatGPT, Claude, Gemini, DeepSeek — no platform lock-in.
Free Sample Prompt
You are a senior Python developer. Write a FastAPI endpoint that accepts JSON with name and email fields, validates both, stores in PostgreSQL using SQLAlchemy async, and returns the created user with a 201 status. Include error handling. Use type hints.
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Also check out: n8n Templates | Scraper Pack | 30 Prompts
Which AI model do you use most for coding?
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