AI-assisted development with context-aware code completion and refactoring.

Deep reasoning tasks, large refactors, and multi-file changes where Opus shines at understanding full context.

Tasks that benefit from chain-of-thought reasoning and strong code generation from OpenAI models.

Working with large codebases where the extended context window helps Gemini hold more files in memory at once.

Rapid prototyping and creating React components.

Hosting Next.js apps with automatic deployments from Git and preview environments.

Hosting backends, databases, and services with Git-based deployments.

Building backends with realtime data sync.

Hosting full-stack applications with managed infrastructure.

Building email marketing campaigns and transactional emails with a developer-friendly API.

Creating surveys, forms, and collecting user feedback with simple embed integration.

Visualizing database data and building analytics interfaces.

Tracking website visitors and page views without cookies.

Understanding user behavior, A/B testing, and product analytics with privacy controls.

Creating interactive web applications with declarative UI patterns.

Building full-stack web applications with file-based routing.

Building web applications with database-backed models and MVC architecture.

Creating SPAs with Laravel, Rails, or Django without building separate APIs.

Building responsive interfaces directly in HTML markup.

Building consistent UIs with customizable component code.

Customizing shadcn/ui themes with interactive color, typography, and layout controls.

Finding inspiration and examples for React UI components and patterns.

Creating and iterating on interface designs with AI assistance.

Creating mockups, prototypes, and design systems for web and mobile applications.

Writing emails, documents, and messages through speech.

Launching apps, searching files, and running custom scripts.

Managing databases, running queries, and viewing table data.

Managing repositories, pull requests, and team collaboration.

Creating database management interfaces and business dashboards.

Writing, coding assistance, brainstorming, and answering questions.

Complex reasoning, document analysis, and long-form content generation.

Text generation, embeddings, and custom model deployments.

Getting real-time information and conversational AI with current events.

Fast, low-cost inference with OpenAI-compatible API for production deployments.

Note-taking, project management, and knowledge organization.

Background audio while working, studying, or sleeping.

Connecting APIs, automating tasks, and building integration workflows.

Managing high-volume email with speed-focused workflows.

Virtual meetings, screen sharing, and team calls.

Managing customer conversations across multiple channels.

Training and deploying ML models in production.

Working with structured data, CSV files, and dataframes.

Building type-safe database queries, managing migrations, and generating TypeScript types from schema.

Implementing vector search and RAG systems.

Extracting clean content from web pages for LLM processing.

Self-hosted crawling infrastructure with full control and customization for AI applications.

Creating LLM workflows with chains, agents, and tools.

Creating high-performance web animations with scroll effects, gestures, and layout transitions.

Accessing pre-trained models and the transformers library for NLP.

Storing structured data with complex queries and transactions.

Web applications requiring fast reads and standard SQL operations.

Accepting online payments, subscriptions, and managing billing.

Edge computing with pay-per-request pricing and global replication.

Handling queued tasks, scheduled jobs, and event-driven workflows with automatic retries and observability.

Web development, data science, automation, and machine learning.

Frontend interactivity, server-side development, and full-stack applications.

Building scalable applications with static type checking and enhanced developer experience.

Web development with Rails and scripting tasks.

Querying, updating, and managing structured data.

Retrieving up-to-date API docs for frameworks and libraries in AI coding assistants.

Adding current web information to AI assistant responses.

Browser debugging, console access, and network monitoring in Cursor.

Automating user interactions and testing complete workflows in web apps.

Marking issues in localhost apps and batch-fixing them with AI.

Searching and inserting SVG and PNG icons directly in development workflow.

Creating placeholder images, covers, and graphics without leaving the editor.

Breaking down requirements into actionable development steps.

Creating framework-agnostic components from descriptions in Cursor.

Tracking contacts, deals, and automating sales workflows.

Finding target companies and identifying buying signals.

Scaling outbound campaigns with automated warmup and deliverability monitoring.

Prospecting, email sequences, and tracking sales engagement.

Creating customized cold email campaigns with images and landing pages.

High-volume cold email campaigns with AI warmup and inbox rotation.

Team collaboration, project updates, and integrating with development tools.

Managing passwords, secure notes, and two-factor authentication codes across all devices.