# 🤖 Mai Project Progress Report

**Date:** January 27, 2026 | **Status:** 🔥 Actively in Development | **Milestone:** v1.0 Core Foundation

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## ✨ What is Mai?

Mai is an **autonomous conversational AI agent** that doesn't just chat — **she improves herself**. She's a genuinely intelligent companion with a distinct personality, real memory, and agency. She analyzes her own code, proposes improvements, and auto-applies changes for review.

Think of her as an AI that *actually* learns and grows, not one that resets every conversation.

### 🎯 The Vision
- **🏠 Runs entirely local** — No cloud, no corporate servers, no Big Tech listening in
- **📚 Learns and improves** — Gets smarter from your interactions over time
- **🎭 Has real personality** — Distinct values, opinions, boundaries, and authentic growth
- **📱 Works everywhere** — Desktop, mobile, fully offline with graceful fallbacks
- **🔄 Syncs seamlessly** — Continuity across all your devices

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## 🚀 Development Status

### Phase 1: Model Interface & Switching — PLANNING COMPLETE ✅
**Status:** Ready to execute | **Timeline:** This month

This is where Mai gets **brains**. We're building the foundation for her to:
- 🧠 Connect to LM Studio for lightning-fast local model inference
- 🔍 Auto-detect what models you have available
- ⚡ Intelligently switch between models based on the task *and* what your hardware can handle
- 💬 Manage conversation context efficiently (keeping memory lean without losing context)

**What ships with Phase 1:**
1. **LM Studio Connector** → Connect and list your local models
2. **System Resource Monitor** → Real-time CPU, RAM, GPU tracking
3. **Model Configuration Engine** → Profiles with resource requirements and fallback chains
4. **Smart Model Switching** → Silently pick the best model for the job

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## 🗺️ The Full Roadmap — 15 Phases of Awesome

### v1.0 Core (The Brain) 🧠
*Foundation systems: Local models, safety, memory, and conversation*

1️⃣ **Model Interface & Switching** ← We are here
2️⃣ **Safety & Sandboxing**
3️⃣ **Resource Management**
4️⃣ **Memory & Context Management**
5️⃣ **Conversation Engine**

### v1.1 Interfaces & Intelligence (The Agency) 💪
*She talks back, improves herself, and has opinions*

6️⃣ **CLI Interface**
7️⃣ **Self-Improvement System**
8️⃣ **Approval Workflow**
9️⃣ **Personality System**
🔟 **Discord Interface** ← She'll hang out with you here!

### v1.2 Presence & Mobile (The Presence) ✨
*Visual, voice, and everywhere you go*

1️⃣1️⃣ **Offline Operations**
1️⃣2️⃣ **Voice Visualization**
1️⃣3️⃣ **Desktop Avatar**
1️⃣4️⃣ **Android App**
1️⃣5️⃣ **Device Synchronization**

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## 💥 Why This Matters

### The Problem with Current AI
❌ **Static** — Same responses every time, doesn't actually learn
❌ **Forgetful** — You have to re-explain everything each conversation
❌ **Soulless** — Feels like talking to a corporate database
❌ **Watched** — Always pinging servers, always recording
❌ **Stuck** — Can't improve or evolve, just runs the same code forever

### What Makes Mai Different
✅ **Genuinely learns** — Long-term memory that evolves into personality layers
✅ **Truly offline** — Everything happens on *your* machine. No cloud. No spying.
✅ **Real personality** — Distinct values, opinions, boundaries, and authentic growth
✅ **Self-improving** — Analyzes her own code, proposes improvements, auto-applies safe changes
✅ **Everywhere** — Desktop avatar, voice visualization, native mobile app, full sync
✅ **Safely autonomous** — Second-agent review system = no broken modifications

**The difference:** Mai doesn't just chat. She *remembers*, *grows*, and *improves herself over time*. She's a real collaborator, not a tool.

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## ⚙️ Technical Stack

| Aspect | Details |
|--------|---------|
| **Core** | Python 3.10+ |
| **Desktop** | Python + desktop UI |
| **Mobile** | Kotlin (native Android) |
| **Web UIs** | React/TypeScript |
| **Local Models** | LM Studio / Ollama |
| **Hardware** | RTX 3060+ (desktop), Android 2022+ (mobile) |
| **Architecture** | Modular phases, local-first, offline-first |
| **Safety** | Second-agent review, approval workflows |
| **Version Control** | Git (all changes tracked) |

**Why this stack?** It's pragmatic, battle-tested, and lets Mai work anywhere.

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## 📊 What We've Built So Far

| Achievement | Status |
|-------------|--------|
| Project vision & philosophy | ✅ Documented |
| 15-phase roadmap with dependencies | ✅ Complete |
| Phase 1 research & strategy | ✅ Done |
| Detailed execution plan (4 tasks) | ✅ Ready to execute |
| Development workflow (GSD) | ✅ Configured |
| MCP tool integration (HF, WebSearch) | ✅ Active |
| Python environment & dependencies | ✅ Prepared |

**Progress:** Foundation laid. Ready to build.

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## 🎯 What's Coming Next

### 📍 Right Now (Phase 1)
- Build LM Studio connectivity and model discovery ⚡
- Real-time system resource monitoring 📊
- Model configuration and switching logic 🔄
- Verify foundation with your local models ✅

### 🔜 Up Next (Phases 2-5)
- Security & code sandboxing 🔒
- Resource scaling & graceful degradation 📈
- Long-term memory & learning 🧠
- Natural conversation flow 💬

### 🚀 Coming Soon (Phases 6-10)
- CLI + Discord interfaces 🖥️
- Self-improvement system 🛠️
- Personality engine with learned behaviors 🎭
- Full approval workflow 👀

### 🌟 The Finale (Phases 11-15)
- Full offline operation 🏠
- Voice + avatar visual presence 🎨
- Native Android app 📱
- Desktop-to-mobile synchronization 🔄

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## 🤝 Follow Along

Mai is being built **in the open** with transparent progress tracking.

Each phase includes:
- 🔍 Deep research
- 📋 Detailed planning
- ⚙️ Hands-on execution
- ✅ Verification & testing

**Want updates?** The roadmap is public. Each phase completion gets documented.

**Have ideas?** The project welcomes feedback at milestone boundaries.

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## 🎉 The Promise

Mai isn't just another AI.

She won't be **static** or **forgetful** or **soulless**.

She'll **learn from you**. **Improve over time**. **Have real opinions**. **Work offline**. **Sync everywhere**.

And best of all? **She'll actually get better the more you talk to her.**

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### Mai v1.0 is coming.
### She'll be the AI companion you've always wanted.

*Updates incoming as Phase 1 execution begins. Stay tuned.* 🚀