Editor-based assistants
Vortex vs Cursor
Cursor is an AI-first editor. Vortex is an agentic coding platform that takes a job end to end — here is where each one fits.
Cursor is an AI-first code editor: you keep editing in the editor, and AI features (chat, inline edits, tab completion, an agent mode) sit inside that flow. Vortex is not an editor-first product. You assign a job, and the loop is understand → plan → implement → verify inside your workspace.
Both are legitimate choices. This page is about which one fits which job.
The short version
| Cursor | Vortex | |
|---|---|---|
| Primary interface | The editor, with AI in it | A job for the agent, with the editor as a steering surface |
| Unit of work | The current file, selection, or a chat turn | A whole task: context, plan, edits, commands, verification |
| Plan before code | Chat planning, not a file on disk | Plan mode writes an editable plan file to .vortex/plans/ |
| What lands on disk | Edits apply as the agent works | Review mode stages edits as pending patches until you approve them |
| Context | Editor-managed retrieval and indexing | On-device retrieval (lexical, symbol, path, outline, references) plus explicit attachments |
| Models | Bundled plans and your own keys | BYO OpenAI, Anthropic, OpenRouter, or any compatible endpoint; optional local GGUF models |
| Platform | Cross-platform editor | macOS, closed beta |
Where Cursor is the better fit
- You want to stay in the editor for the whole session and write most of the code yourself.
- You want inline completion as the main speed-up, with chat as a secondary tool.
- You are on Windows or Linux, or you need the editor itself to be the product.
- You want a mature, cross-platform, editor-first tool today rather than a beta.
Vortex is macOS-only during the closed beta, and it is not trying to win on tab completion. If your main loop is "write code fast in an editor", Cursor is the more direct answer.
Where Vortex is the better fit
- You are assigning work, not typing it. The job is "make the failing test pass and keep the public API stable", not "finish this function".
- You want the plan on disk. Plan mode writes
.vortex/plans/<name>.plan.md, so the approach is reviewable, editable, and diffable before any edit happens. - You want a checkpoint before changes land. Review mode keeps agent edits as pending patches in the Changes panel; you approve or reject each one. The agent does not silently overwrite your workspace.
- You care where context comes from. Retrieval runs on your machine and you can see which files the agent read. Nothing is uploaded to build an index.
- You want model choice. Bring your own key for OpenAI, Anthropic, OpenRouter, or any OpenAI-compatible endpoint, and optionally run a local model on the Mac.
- You want the job to finish headless too. The same workspace runs in the terminal with
vortex runandvortex review, which is useful in CI or over SSH.
Migrating a Cursor workflow
Nothing needs to be ported. Vortex reads the same repository, and it honours AGENTS.md and Cursor-compatible .vortexrules files, so existing project instructions keep working. Keep Cursor installed for quick inline edits if you like; the two tools do not conflict on disk.
What Vortex does not claim
Vortex is in a closed beta. Verification gates are advisory today: you can require an exit code or output phrase for a check, but the agent does not yet hard-block a task on a failing gate. Enforced gates and semantic memory search are not shipped. If those matter more than plan-file and patch review, wait for a later beta.
Try it
Vortex is invite-only on macOS 12+. Join the waitlist, or read what the agent loop does before you decide. If the real question is whether you want autocomplete or a job-based agent, that comparison is here.