AI tools built for real work.

SAM, CLIO, and ALICE form a complete AI ecosystem for macOS and Linux. Native apps, terminal tools, and image generation - all open source, private, and designed to work the way you do.

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SAM

Your Mac's AI assistant.

SAM is a native macOS app that brings AI into your daily life. Ask questions, get research done, draft documents, plan trips, manage budgets, or kick off autonomous tasks - all from a polished chat interface that lives on your Mac.

Run completely offline with local MLX or GGUF models, or connect to OpenAI, Anthropic, or GitHub Copilot. SAM remembers your conversations, learns your preferences through personalities and mini-prompts, and can reach the web, read your documents, and work hands-free with voice. Access it from any device on your network with SAM Web.

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SAM
CLIO

Your AI development agent.

Describe the work. CLIO reads your code, makes changes, runs tests, and commits - then iterates until it's done. Press any key to redirect it mid-task. It remembers what it learned last session and picks up exactly where you left off.

Terminal-native, zero dependencies. Runs on anything from a Raspberry Pi to an M4 Mac. Works locally, over SSH, or across an entire fleet in parallel.

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CLIO
ALICE

Unlimited image generation. Your hardware. Your data.

ALICE runs Stable Diffusion locally on your Mac or Linux machine. No subscription, no cloud upload, no per-image cost. Generate as much as you want - everything stays on your hardware.

Text-to-image, image-to-image, LoRA support, a private gallery, and a built-in model marketplace for CivitAI and HuggingFace. Real-time GPU dashboard. Integrates with SAM, or run it standalone via web interface or API.

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ALICE
Methodology

The Unbroken Method.

More than just software - SAM and CLIO embody a complete framework for human-AI collaboration. The Unbroken Method is a systematic approach that maintains continuous context, demands complete ownership, and learns from documented failures.

This methodology works in any AI tool, from CLIO to GitHub Copilot to Cursor. It's language-agnostic, tool-agnostic, and domain-agnostic.

The secret to successful AI collaboration isn't waiting for smarter models. It's implementing better methodology.

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The Seven Pillars
1. Continuous Context
Never break the conversation. Maintain momentum through checkpoints.
2. Complete Ownership
If you find a bug, fix it. No "out of scope."
3. Investigation First
Read code before changing it. Never assume-verify.
4. Root Cause Focus
Fix problems, not symptoms.
5. Complete Deliverables
No partial solutions. Finish what you start.
6. Structured Handoffs
Document everything for the next session.
7. Learning from Failure
Document mistakes to prevent repeats.

Built for privacy and real work.

Your data stays local

Run everything offline with local models. Only connect to cloud providers when you choose. Nothing leaves your machine unless you decide it should.

Understands your documents

Import PDFs, Word docs, text files, and images. SAM indexes them semantically so you can ask questions, find information, and reference your own materials in any conversation.

Works anywhere you code

CLIO runs on everything from a pocket-sized Linux device to a remote server over SSH. Bring AI to your terminal for refactoring, code generation, and problem-solving.

Remember everything

SAM builds semantic memory across conversations. CLIO recalls context across sessions. Link documents and past work to get smarter responses every time.

Full AI art platform

ALICE gives you a generation studio, private gallery, model marketplace, and admin dashboard. Text-to-image, img2img, LoRA - all local.

Your choice of AI

Run local models for complete privacy, or connect to the cloud providers you already use. All three tools work with the same providers - switch anytime.

Get started in minutes.

Download SAM, CLIO, and ALICE. No installer, no account, no telemetry.

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SAM: macOS 14.0+ • CLIO/ALICE: macOS/Linux

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All projects open source. Browse code, report issues, contribute.

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Support ongoing development of the entire ecosystem.