Resources
Guides, comparisons & use cases
Comparisons, install guides, and workflow playbooks for Liminal AI. Pick a hub below or browse featured pages for Cursor alternatives, OpenRouter setup, small-business admin, and connected Slack plus Xero workflows.
Everything in one place
This hub links comparisons (Liminal vs Cursor and 13 more), install guides for Windows, macOS, and Linux, and use-case walkthroughs for small business, email triage, Xero invoice follow-ups, large refactors, and research workflows.
Start with a hub that matches your goal, then open one long-form page. Each page is written for search and for humans: step-by-step setup, real prompts, FAQs, and links to the technical docs at docs.vireondynamics.com.
New to Liminal?
Download the desktop app from Get started, connect your tools in Integrations, and paste an OpenRouter key or use Pro managed inference. If you care about privacy, read the self-hosted use case and the Ollama guide before you pick a model.
- Integrations
Slack, Xero, Gmail, Microsoft 365, Linear, Notion, GitHub: one-click OAuth.
- Use cases
Connected workspace, small business, email, Xero bookkeeping, documents, and more.
- Comparisons
15 honest matchups vs ChatGPT, Copilot, Cursor, and more.
- Setup guides
Install on Windows, macOS, Linux. OpenRouter, Ollama, and env setup.
Popular comparisons
All 15 comparisons →- vs ChatGPTLiminal AI vs ChatGPT for software work: local agent that edits your repo vs cloud chat. Tools, privacy, and when to use each.
- vs GitHub CopilotLiminal AI vs GitHub Copilot: autonomous local agent with tools vs inline suggestions. Compare pricing, privacy, and use cases.
- vs CursorCursor alternative with local models. Liminal runs on your machine with Ollama or OpenRouter. Free fair-source agent vs AI IDE. Honest 2026 comparison.
Setup guides
All 7 guides →- Install Liminal on WindowsInstall the Liminal AI coding agent on Windows 10/11 with PowerShell. Node.js 22+, API key, and first run in minutes.
- Install Liminal on macOSInstall Liminal AI on macOS with one curl command. Apple Silicon and Intel supported. Node 22+ required.
- Install Liminal on LinuxInstall Liminal AI on Ubuntu, Debian, Fedora, and other Linux distros. One script, local agent, any LLM.
- OpenRouter + LiminalPoint Liminal AI at OpenRouter for DeepSeek, Claude, GPT, and more. API key, model slugs, and harness env vars in five minutes.
Use cases
All 17 use cases →- Your connected workspaceConnect Slack, Microsoft Teams, Linear, Notion, Xero, and GitHub with one-click OAuth: one local AI agent that posts updates, files issues, updates docs, and raises invoices.
- AI for small businessOne AI assistant for your whole business: triage email, chase overdue Xero invoices, build quotes and spreadsheets, and keep the team posted: with your approval before anything is sent.
- Email & calendar assistantConnect Gmail or Outlook with one click and let an AI agent on your computer triage your inbox, draft replies in your voice, send approved email, and manage your calendar.
- AI for accountants & bookkeepersAn AI assistant that speaks Xero: query invoices, contacts, and payroll, draft debtor follow-ups, build working papers in Excel or Sheets, and summarize the month: on your machine.
- Documents, spreadsheets & slidesGenerate polished PPTX, DOCX, and PDF files locally, or work directly in Google Docs, Sheets, Slides, and Excel: one AI agent that researches, writes, and builds the deliverable.
- Self-hosted AI coding agentSelf-hosted AI agent on your machine: harness, tools, session traces, and memory on disk you control. Free fair-source software: optional cloud LLMs or fully local via Ollama.
From the blog
All posts →- Cursor vs Continue vs Liminal: which AI coding setup fits your workflow?Compare Cursor IDE, Continue extension, and Liminal's standalone agent harness for local models, multi-file tasks, and long-running workflows.
- Lovable and vibe-coding alternatives: when to choose a local agent harnessCloud app builders like Lovable ship fast prototypes. Here is when Liminal's local agent, integrations, and fair-source license fit better.
- How to run an AI coding agent without your own API keyMost AI coding agents make you create a provider account and paste an API key before you can do anything. Liminal AI gives you both options: bring your own key, or use managed inference and start in one sign-in.
Technical reference: docs.vireondynamics.com/liminal/Full site map