TL;DR
Claude Code is Anthropic's terminal-first AI agent — it reads your codebase, edits files, runs commands, and creates commits. Cursor is a VS Code fork with AI completions and chat built in. Claude Code is more powerful for multi-file autonomous work. Cursor is better for inline editing. Add AcePilot to Claude Code and it becomes a full autonomous team — 6 specialist agents, playbooks, self-calibration, and a deploy pipeline.
Feature comparison
| Feature | Claude Code | Cursor |
|---|---|---|
| Interface | Terminal (CLI) | GUI IDE (VS Code fork) |
| AI model | Claude (Opus, Sonnet, Haiku) | GPT-4, Claude, custom models |
| Multi-file editing | Strong — reads entire codebase, edits across files | Mostly single-file focused |
| Autonomous execution | Can run commands, create commits, push code | Suggests changes, user applies |
| Git integration | Native — commits, branches, PRs | Standard VS Code git |
| Inline completions | No — terminal-based | Yes — real-time autocomplete |
| Custom commands | Slash commands via config | Limited customization |
| Context window | 200K+ tokens, reads full projects | Varies by model |
| IDE features | None — terminal only | Full VS Code — extensions, debugging, etc. |
| Pricing | Anthropic API usage | $20/mo Pro |
When to choose Claude Code
- You want autonomous multi-file execution — Claude Code can read your entire codebase, edit multiple files, run tests, and commit. It thinks at the project level, not the file level.
- You work in the terminal — if your workflow is git, vim/neovim, tmux, and CLI tools, Claude Code fits naturally.
- You want to automate workflows — custom slash commands and config-based behavior let you build repeatable workflows.
- You want the most capable Claude model — Claude Code gives you direct access to Claude Opus with full tool use.
When to choose Cursor
- You want inline code completions — Cursor's real-time autocomplete is its killer feature. Claude Code doesn't have this.
- You prefer a GUI IDE — if you live in VS Code, Cursor is a natural upgrade with AI built in.
- You want model flexibility — Cursor supports GPT-4, Claude, and other models. You can switch between them.
- You need debugging, extensions, and IDE tooling — Cursor inherits the full VS Code ecosystem.
The missing piece: autonomous execution
Claude Code is powerful, but out of the box it doesn't remember across sessions, doesn't review its own code, and doesn't learn from mistakes. It executes one task at a time and waits for your next prompt.
AcePilot fixes that. It installs as config files into Claude Code (30 seconds, no fork) and adds:
What AcePilot adds to Claude Code
6 specialist agents (designer, security, architect, strategist, reviewer, researcher) that review every task. Playbooks that capture proven workflows and replay them — 42% faster by session 10. Session chains that persist objectives across sessions. Self-calibration that tunes confidence gates and specialist routing from data. God mode: say one word and get a scanned, planned, executed, reviewed, and deployed project.
The result: Claude Code + AcePilot is an autonomous team. Cursor + AI is a smarter editor. Both are useful. They solve different problems.
Can you use both?
Yes. Many developers use Cursor for day-to-day editing (inline completions, quick fixes) and Claude Code + AcePilot for autonomous project execution (shipping features, running security reviews, deploying). They don't conflict.
Make Claude Code autonomous
Add AcePilot in 30 seconds. Free forever. No credit card.
Install AcePilot