Cursor started as a fork of VS Code with AI built in and has grown into the editor most developers actually reach for when doing serious AI-assisted coding. If you've tried GitHub Copilot and found it too passive, or Claude Code and found it too terminal-centric, Cursor sits in the middle — full IDE experience with aggressive AI integration at every level.
What Cursor Is (and Isn't)
Cursor is a fork of VS Code, which means:
- All your VS Code extensions work
- Your keybindings and themes carry over
- The file explorer, debugger, git panel — identical
- You can import your VS Code profile in one click
The difference is that AI is built into the editor at a deeper level than any extension can achieve. Tab completion, chat, and agent mode share the same context model. They all see the same codebase, the same open files, and the same project rules.
What Cursor is not: a replacement for the terminal or for system-level automation. For running scripts, managing processes, or automating workflows across multiple repos, Claude Code or raw scripting is still better. Cursor's power is in the IDE experience itself.
The Three Core Features
Tab Completion
Tab completion in Cursor is significantly more aggressive than GitHub Copilot's. Where Copilot completes the current line or block, Cursor predicts multi-line edits — it can suggest an entire function refactor, not just the next line.
The model watches what you're editing and anticipates what comes next. You'll frequently see it complete the symmetrical side of a change: rename a prop in one place and Tab will suggest the same rename everywhere it appears in the current file.
Practical tip: press Tab quickly without overthinking it. The suggestions are better than they look at first glance, and rejecting with Escape is instant. The speed of iteration matters more than perfection on any single suggestion.
Cursor Chat
Chat in Cursor (Cmd+L / Ctrl+L) opens a panel with full context of your codebase. Unlike ChatGPT or Claude.ai in the browser, Cursor Chat can see:
- All open files (
@Files) - The entire codebase via semantic search (
@Codebase) - Specific symbols, classes, or functions (
@) - External documentation (
@Docs) - Web search results (
@Web) - Current git diff (
@Git)
The @Codebase context is what makes chat genuinely useful for existing projects — you can ask "where is the rate limiting applied?" or "what's the pattern we use for API error handling?" and get answers grounded in your actual code, not guesses.
Chat modes:
- Ask — answers without making changes
- Edit — applies targeted changes to specific files
- Agent — autonomous, can run commands and fix errors
Agent Mode
Agent mode is the autonomous workflow. You describe a task, Cursor plans the changes, edits files, runs terminal commands, reads the output, and iterates.
Agent mode prompt:
Add Stripe subscription management to this Next.js app.
Requirements:
- Monthly and yearly plans (use NEXT_PUBLIC_STRIPE_PRICE_IDs from env)
- Webhook handler at /api/webhooks/stripe for subscription events
- Protect /dashboard behind active subscription check
- Show subscription status and manage button in account settings
Follow the existing auth pattern in lib/auth.ts.
Agent mode reads your codebase, identifies the relevant files, and executes without you specifying which files to touch.
Before it starts: Cursor shows a plan. Always read it. If the approach is wrong (wrong files, wrong pattern), correct it before it edits 20 files.
Project Rules
Project Rules are Cursor's equivalent of Claude Code's CLAUDE.md — persistent instructions that apply to every conversation in the project.
Rules live in .cursor/rules/ as .mdc files. You can have multiple rule files, each applied to different parts of the codebase:
.cursor/
rules/
general.mdc # applies everywhere
api-routes.mdc # applies to app/api/**
components.mdc # applies to components/**
testing.mdc # applies to **/*.test.ts
Each file has a header that controls when it activates:
---
description: "Rules for Next.js API routes"
globs: ["app/api/**/*.ts"]
alwaysApply: false
---
## API Route conventions
- Always use the Route Handler pattern (not pages/api)
- Validate request body with Zod before using it
- Return consistent error shapes: { error: string, code: string }
- Use the db singleton from lib/db.ts — never instantiate PrismaClient directly
- Auth check: use getServerSession() from lib/auth.ts at the top of every handler
Rules that apply everywhere:
---
description: General project conventions
alwaysApply: true
---
## Project: StackPulse (Next.js 15 + TypeScript + Prisma)
### Code style
- TypeScript strict mode — no `any`, no type assertions unless absolutely necessary
- Prefer `const` over `let`. Never use `var`
- Named exports, not default exports (except Next.js page components)
### Do not
- Add console.log in production code
- Expose Prisma models directly in API responses — use select to whitelist fields
- Import from @prisma/client in components — database access server-side only
The more specific your rules, the better agent mode performs.
Context Management
@Codebase
Semantic search across your entire project:
@Codebase Where is the user's subscription status checked?
I want to add a new check in the dashboard.
@Docs
Add documentation for any library:
- Open Settings → Features → Docs
- Add a URL:
https://docs.stripe.com/api - Now
@Docs Stripeis available in any chat
@Web
Real-time web search for anything not in your codebase:
@Web What's the current syntax for Prisma 6 transactions?
@Git
@Git What changed in the last 3 commits related to authentication?
Models Available in Cursor
| Model | Best for |
|---|---|
| Claude Sonnet 4.5 | Agent mode, complex multi-file tasks |
| Claude Opus 4 | Hard architectural decisions |
| GPT-4o | Fast chat, quick questions |
| Gemini 2.5 Pro | Large context (1M tokens) |
| cursor-small | Tab completion (fast, low cost) |
Switch models with the model picker in the chat panel or in Settings → Models.
Privacy Mode
By default, Cursor uses your code to improve its models. To disable:
- Settings → General → Privacy Mode → On
- Your code is no longer used for training
Available on Pro and Business plans. Business plan enforces this org-wide.
Cursor vs GitHub Copilot
| Cursor | GitHub Copilot | |
|---|---|---|
| Base editor | VS Code fork (separate install) | Extension on existing VS Code |
| Tab completion | Multi-line, edit-aware | Line-by-line |
| Context | Full codebase semantic search | Workspace (limited) |
| Project rules | .cursor/rules/*.mdc |
None |
| GitHub integration | Via MCP or CLI | Deep native (PRs, CodeQL) |
| Models | Claude, GPT-4o, Gemini (choose per task) | GPT-4o / Claude (selectable) |
| Price | Free (limited) / $20/mo Pro | $10/mo Individual |
Cursor's tab completion is genuinely smarter. Copilot has the edge on GitHub integration — PR review, CodeQL autofix — features Cursor doesn't match without extra setup.
Cursor vs Claude Code
| Cursor | Claude Code | |
|---|---|---|
| Interface | Full IDE (visual) | Terminal |
| Context | Current workspace | Full filesystem |
| Persistent memory | Project Rules | CLAUDE.md |
| Automation / hooks | None | Full hook system |
| System access | Limited to workspace | Full shell access |
| Best for | Writing code in the IDE | Automation, scripting, complex tasks |
Most developers who use both describe the same pattern: Cursor for active feature development (writing components, refactoring functions, debugging), Claude Code for larger operations (migrations, CI setup, cross-repo changes).
Practical Workflow
Setting Up a New Project
- Open the project in Cursor
- Create
.cursor/rules/general.mdcwith your project conventions - Add
@Docsfor your main dependencies - Run
@Codebasea few times to verify indexing
Writing a New Feature with Agent Mode
Add a "draft" post status to the existing publishing system.
Requirements:
- Draft posts are saved but not visible in the public blog listing
- Authors can see their own drafts at /dashboard/posts
- Add "Save as draft" button alongside "Publish"
- Status field: 'draft' | 'published' | 'archived'
Follow the existing post model in prisma/schema.prisma.
Reviewing AI Output
After any agent run, review diffs in the Source Control panel before committing:
- Files modified match what you expected
- No extra changes the agent made "helpfully"
- Imports are correct (the model sometimes hallucinates package names)
- The logic matches the intent, not just the letter of the prompt
Common Mistakes
Not using Project Rules. Without rules, the model defaults to generic patterns. Add project-specific conventions on day one.
Accepting diffs without reviewing. Agent mode is fast but not infallible. Review the Source Control panel before committing.
Using agent mode for tiny changes. For a one-line fix, just type it. Agent mode adds overhead that's only worth it for multi-file or complex tasks.
Pricing
| Plan | Price | Agent Requests | Notes |
|---|---|---|---|
| Hobby | Free | 50/month | Claude Sonnet 4.5, GPT-4o |
| Pro | $20/mo | 500/month | All models, Privacy mode |
| Business | $40/mo/seat | Unlimited (fair use) | SSO, org privacy enforcement |
Pro is the practical entry point for serious daily use. Start with Hobby to evaluate before committing.
Full article at stacknotice.com/blog/cursor-ide-complete-guide-2026
Top comments (0)