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Best prompts for ChatGPT for coding dynamic web applications

A curated set of 12 copy-ready prompts for generating, improving, testing, and deploying dynamic web applications. Each entry includes a concise explanation, a practical prompt you can paste to an LLM, a realistic filled example, and recommended models.

GPT-5
Claude Opus 4
Gemini 2.5 Pro
Claude Sonnet 4
Gemini 2.5 Flash
You know that moment when you stare at ChatGPT's blank prompt box, knowing you need to build a complex web app but having no clue how to ask for what you actually need? You end up with generic code snippets that barely work together, spending hours debugging authentication flows that should have taken minutes. The frustration is real when AI gives you toy examples instead of production-ready solutions.
These 12 battle-tested prompts transform your AI coding sessions from frustrating guesswork into a systematic toolkit for building real applications. From full-stack TypeScript scaffolds to secure authentication, real-time features, and production deployments, each prompt delivers complete, copy-paste solutions with practical examples. Instead of piecing together fragments from Stack Overflow, you'll have working code that handles the complexity of modern web development from day one.
1
Full‑stack TypeScript scaffold (React + Node + PostgreSQL)
Create a full‑stack TypeScript project scaffold named <projectName> using React (Vite), Node (Express), PostgreSQL and Prisma. Include: folder layout, package.json scripts, TypeScript configs, Tailwind CSS setup, Prisma schema and migration commands, JWT auth (register/login), REST API endpoints for a single resource (e.g., tasks) with validation, example unit tests, and Dockerfile + docker-compose for local development. Return only code and shell commands in files and a short README with start & test steps.
Generates a complete TypeScript starter with auth, ORM, Docker, and tests so you can start building dynamic features immediately.
2
Next.js SSR + ISR for dynamic content and SEO
Describe and implement a Next.js app that serves a blog with server‑side rendered author pages and incremental static regeneration (ISR) for posts. Include getServerSideProps and getStaticProps examples, API routes to fetch/update posts from PostgreSQL via Prisma, caching headers, and a deployment configuration for Vercel. Provide code snippets for pages, API handlers, and Prisma queries plus a strategy for SEO meta tags and Open Graph generation.
Produces Next.js code and patterns for SSR/ISR with database-backed content and SEO best practices.
3
Design a GraphQL API with pagination and auth
Design a GraphQL API using Apollo Server and Prisma for an e‑commerce domain (Users, Products, Orders). Provide schema.graphql types, resolvers (with batching and dataloader patterns), authentication middleware (JWT), cursor pagination for lists, example queries and mutations, and migration-ready Prisma models. Include performance tips and how to test the GraphQL endpoints.
Creates a production‑ready GraphQL API blueprint with pagination, auth, and batching to handle dynamic queries efficiently.
4
Real‑time collaboration with WebSockets/Socket.IO
Implement a real‑time feature using Socket.IO (server + React client) to support collaborative editing of a single document: presence, typing indicators, broadcasted changes, and reconnection handling. Provide server code, React hooks/components for client synchronization, conflict resolution strategy (OT or CRDT recommendation), and tests or manual steps to simulate multi‑user updates.
Generates server and client code for real‑time collaboration, plus conflict resolution guidance and testing steps to validate concurrency behavior.
5
End‑to‑end tests with Playwright for critical flows
Write Playwright end‑to‑end tests for the following dynamic flows in <appName>: user signup and email verification (mock SMTP), login, creating/editing/deleting a resource (e.g., posts), file upload, and real‑time updates (validate socket message). Include test fixtures, example selectors, CI test step snippets for GitHub Actions, and guidance on test data setup/teardown.
Produces reliable Playwright tests that cover auth, CRUD, file uploads, and real‑time validations to ensure app stability in CI/CD.
6
Front‑end perf optimizations to hit Lighthouse targets
Audit a single‑page React app and provide an actionable plan and code patches to improve performance: bundle analysis, code splitting (dynamic import examples), lazy load components/images, long task mitigation, critical CSS, preloading assets, and service worker caching strategy. Return before/after metrics to target Lighthouse Performance >90 and commands to reproduce measurements.
Gives concrete optimizations and code changes to reduce load times and reach high Lighthouse performance scores for dynamic apps.
7
Secure auth: OAuth2, refresh tokens, and CSRF protection
Implement secure authentication for a web app supporting local email/password and Google OAuth2. Include backend endpoints for login, refresh token rotation, logout/invalidate, password reset flow (email templates), CSRF mitigation for cookie flows, session vs token guidance, and sample tests for token expiry/refresh. Provide code snippets for Express + Passport or NextAuth and secure cookie configurations.
Produces secure, standard authentication flows with actionable code for token rotation, CSRF, and social login integration.
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