Top AI prompts for backend development. APIs, databases, server logic
50 prompts— sorted by community rating
Set up a complete observability stack. Structured logging, Prometheus metrics, distributed tracing with OpenTelemetry — correlated with trace IDs.
Build type-safe server actions for Next.js forms. Validation, error handling, optimistic updates, and revalidation — the modern mutation pattern.
Build a prompt template engine that supports variables, conditionals, loops, and includes. Like Handlebars but for LLM prompts.
Build a REST API with Deno 2 using Web Standards APIs. Secure by default with explicit permissions, built-in testing, and zero config.
Build an AI agent that reasons and acts using tools. ReAct loop with function calling, error recovery, and conversation memory.
Build a GitHub PR review bot that uses LLMs to analyze code changes, detect issues, and post review comments automatically.
Build a fast local-first backend using Bun's built-in SQLite. CRUD API, migrations, full-text search, and WAL mode for concurrent reads.
Reliably extract structured JSON from LLM responses. Schema validation, retry on malformed output, and fallback parsing strategies.
Build a semantic code search engine using embeddings. Search by intent ('function that validates email') rather than exact text matches.
Build a full tRPC v11 setup with procedures, middleware, subscriptions, and React Query integration. Full-stack TypeScript type safety.
Track LLM API costs across multiple providers. Token counting, cost calculation, budget alerts, and per-feature usage attribution.
A advanced-level code prompt for creating oauth 2.0 flow. Fill in the variables to customize the output for your specific needs.
Craft next.js api route with this structured code prompt. Adjustable variables let you fine-tune the output.
Advanced code generation prompt. DynamoDB Access Pattern with customizable parameters for professional results.
Intermediate code generation prompt. Prisma Schema + Migration with customizable parameters for professional results.
Advanced code generation prompt. OpenAI Function Calling with customizable parameters for professional results.
Craft graphql schema designer with this structured code prompt. Adjustable variables let you fine-tune the output.
A beginner-level code prompt for creating cron job manager. Fill in the variables to customize the output for your specific needs.
Craft bun http server with this structured code prompt. Adjustable variables let you fine-tune the output.
Craft csp header generator with this structured code prompt. Adjustable variables let you fine-tune the output.
Intermediate code generation prompt. Python Data Pipeline with customizable parameters for professional results.
A intermediate-level code prompt for creating input sanitizer. Fill in the variables to customize the output for your specific needs.
Advanced code generation prompt. Event Sourcing with customizable parameters for professional results.
Intermediate code generation prompt. SQLite Full-Text Search with customizable parameters for professional results.
Craft rate limiter implementation with this structured code prompt. Adjustable variables let you fine-tune the output.
A advanced-level code prompt for creating stripe payment integration. Fill in the variables to customize the output for your specific needs.
Craft pub/sub message broker with this structured code prompt. Adjustable variables let you fine-tune the output.
A intermediate-level code prompt for creating python decorator. Fill in the variables to customize the output for your specific needs.
Beginner code generation prompt. Database Seed Script with customizable parameters for professional results.
Implement streaming LLM responses with Server-Sent Events. Token-by-token output from API to browser with proper error handling and abort.
A advanced-level code prompt for creating python async queue. Fill in the variables to customize the output for your specific needs.
Craft llm prompt chain with this structured code prompt. Adjustable variables let you fine-tune the output.
Fuzz your API endpoints with random but valid inputs. Find edge cases, crashes, and 500 errors that manual testing misses.
Craft sql migration script with this structured code prompt. Adjustable variables let you fine-tune the output.
Intermediate code generation prompt. Python FastAPI Endpoint with customizable parameters for professional results.
Build a Retrieval-Augmented Generation pipeline with hybrid search (vector + keyword) and a reranking step for higher precision answers.
Intermediate code generation prompt. Next.js Middleware with customizable parameters for professional results.
A intermediate-level code prompt for creating aws lambda handler. Fill in the variables to customize the output for your specific needs.
Build an edge function that routes requests by geography, applies rate limiting, and transforms responses — all at the edge for minimal latency.
Intermediate code generation prompt. CLI Interactive Prompts with customizable parameters for professional results.
Intermediate code generation prompt. Hono API with customizable parameters for professional results.
Craft python web scraper with this structured code prompt. Adjustable variables let you fine-tune the output.
Intermediate code generation prompt. Redis Caching Strategy with customizable parameters for professional results.
A advanced-level code prompt for creating mongodb aggregation pipeline. Fill in the variables to customize the output for your specific needs.
A intermediate-level code prompt for creating websocket chat server. Fill in the variables to customize the output for your specific needs.
A beginner-level code prompt for creating data validation schema. Fill in the variables to customize the output for your specific needs.
A intermediate-level code prompt for creating trpc router. Fill in the variables to customize the output for your specific needs.
Advanced code generation prompt. PostgreSQL Query with customizable parameters for professional results.
Intermediate code generation prompt. Auth Middleware with customizable parameters for professional results.
A intermediate-level code prompt for creating go http server. Fill in the variables to customize the output for your specific needs.