# Phase 10: AI-Powered Development - Progress Tracker

**Last Updated:** 2026-01-07  
**Overall Status:** 🔴 Not Started

---

## Quick Summary

| Metric       | Value  |
| ------------ | ------ |
| Total Tasks  | 42     |
| Completed    | 0      |
| In Progress  | 0      |
| Not Started  | 42     |
| **Progress** | **0%** |

---

## Sub-Phase Overview

| Sub-Phase | Name                            | Tasks | Effort        | Status         |
| --------- | ------------------------------- | ----- | ------------- | -------------- |
| **10A**   | Project Structure Modernization | 9     | 80-110 hours  | 🔴 Not Started |
| **10B**   | Frontend AI Assistant           | 8     | 100-130 hours | 🔴 Not Started |
| **10C**   | Backend Creation AI             | 10    | 140-180 hours | 🔴 Not Started |
| **10D**   | Unified AI Experience           | 6     | 60-80 hours   | 🔴 Not Started |
| **10E**   | DEPLOY System Updates           | 4     | 20-30 hours   | 🔴 Not Started |
| **10F**   | Legacy Migration System         | 5     | 40-50 hours   | 🔴 Not Started |

**Total Effort Estimate:** 400-550 hours (24-32 weeks)

---

## Phase 10A: Project Structure Modernization

**Status:** 🔴 Not Started  
**Priority:** CRITICAL - Blocks all AI features

Transform the monolithic `project.json` into a component-per-file structure that AI can understand and edit.

| Task       | Name                    | Effort | Status         |
| ---------- | ----------------------- | ------ | -------------- |
| STRUCT-001 | JSON Schema Definition  | 12-16h | 🔴 Not Started |
| STRUCT-002 | Export Engine Core      | 16-20h | 🔴 Not Started |
| STRUCT-003 | Import Engine Core      | 16-20h | 🔴 Not Started |
| STRUCT-004 | Editor Format Detection | 6-8h   | 🔴 Not Started |
| STRUCT-005 | Lazy Component Loading  | 12-16h | 🔴 Not Started |
| STRUCT-006 | Component-Level Save    | 12-16h | 🔴 Not Started |
| STRUCT-007 | Migration Wizard UI     | 10-14h | 🔴 Not Started |
| STRUCT-008 | Testing & Validation    | 16-20h | 🔴 Not Started |
| STRUCT-009 | Documentation           | 6-8h   | 🔴 Not Started |

---

## Phase 10B: Frontend AI Assistant

**Status:** 🔴 Not Started  
**Depends on:** Phase 10A complete

Build an AI assistant that can understand, navigate, and modify frontend components using natural language.

| Task   | Name                          | Effort | Status         |
| ------ | ----------------------------- | ------ | -------------- |
| AI-001 | Component Reading Tools       | 12-16h | 🔴 Not Started |
| AI-002 | Component Modification Tools  | 16-20h | 🔴 Not Started |
| AI-003 | LangGraph Agent Setup         | 16-20h | 🔴 Not Started |
| AI-004 | Conversation Memory & Caching | 12-16h | 🔴 Not Started |
| AI-005 | AI Panel UI                   | 16-20h | 🔴 Not Started |
| AI-006 | Context Menu Integration      | 8-10h  | 🔴 Not Started |
| AI-007 | Streaming Responses           | 8-10h  | 🔴 Not Started |
| AI-008 | Error Handling & Recovery     | 8-10h  | 🔴 Not Started |

---

## Phase 10C: Backend Creation AI

**Status:** 🔴 Not Started  
**Depends on:** Phase 10B started

AI-powered backend code generation with Docker integration.

| Task     | Name                      | Effort | Status         |
| -------- | ------------------------- | ------ | -------------- |
| BACK-001 | Requirements Analyzer     | 16-20h | 🔴 Not Started |
| BACK-002 | Architecture Planner      | 12-16h | 🔴 Not Started |
| BACK-003 | Code Generation Engine    | 24-30h | 🔴 Not Started |
| BACK-004 | UBA Schema Generator      | 12-16h | 🔴 Not Started |
| BACK-005 | Docker Integration        | 16-20h | 🔴 Not Started |
| BACK-006 | Container Management      | 12-16h | 🔴 Not Started |
| BACK-007 | Backend Agent (LangGraph) | 16-20h | 🔴 Not Started |
| BACK-008 | Iterative Refinement      | 12-16h | 🔴 Not Started |
| BACK-009 | Backend Templates         | 12-16h | 🔴 Not Started |
| BACK-010 | Testing & Validation      | 16-20h | 🔴 Not Started |

---

## Phase 10D: Unified AI Experience

**Status:** 🔴 Not Started  
**Depends on:** Phase 10B and 10C substantially complete

Unified chat experience across frontend and backend AI.

| Task      | Name                      | Effort | Status         |
| --------- | ------------------------- | ------ | -------------- |
| UNIFY-001 | AI Orchestrator           | 16-20h | 🔴 Not Started |
| UNIFY-002 | Intent Classification     | 8-12h  | 🔴 Not Started |
| UNIFY-003 | Cross-Agent Context       | 12-16h | 🔴 Not Started |
| UNIFY-004 | Unified Chat UI           | 10-14h | 🔴 Not Started |
| UNIFY-005 | AI Settings & Preferences | 6-8h   | 🔴 Not Started |
| UNIFY-006 | Usage Analytics           | 8-10h  | 🔴 Not Started |

---

## Phase 10E: DEPLOY System Updates

**Status:** 🔴 Not Started  
**Can proceed after:** Phase 10A STRUCT-004

Update deployment system to work with new project structure and AI features.

| Task              | Name                            | Effort | Status         |
| ----------------- | ------------------------------- | ------ | -------------- |
| DEPLOY-UPDATE-001 | V2 Project Format Support       | 8-10h  | 🔴 Not Started |
| DEPLOY-UPDATE-002 | AI-Generated Backend Deploy     | 6-8h   | 🔴 Not Started |
| DEPLOY-UPDATE-003 | Preview Deploys with AI Changes | 4-6h   | 🔴 Not Started |
| DEPLOY-UPDATE-004 | Environment Variables for AI    | 4-6h   | 🔴 Not Started |

---

## Phase 10F: Legacy Migration System

**Status:** 🔴 Not Started  
**Can proceed in parallel with:** Phase 10A after STRUCT-003

Automatic migration from legacy project.json to new V2 format.

| Task        | Name                           | Effort | Status         |
| ----------- | ------------------------------ | ------ | -------------- |
| MIGRATE-001 | Project Analysis Engine        | 10-12h | 🔴 Not Started |
| MIGRATE-002 | Pre-Migration Warning UI       | 8-10h  | 🔴 Not Started |
| MIGRATE-003 | Integration with Import Flow   | 10-12h | 🔴 Not Started |
| MIGRATE-004 | Incremental Migration          | 8-10h  | 🔴 Not Started |
| MIGRATE-005 | Migration Testing & Validation | 10-12h | 🔴 Not Started |

---

## Critical Path

```
STRUCT-001 → STRUCT-002 → STRUCT-003 → STRUCT-004 → STRUCT-005 → STRUCT-006
                                           ↓
                                    MIGRATE-001 → MIGRATE-002 → MIGRATE-003
                                           ↓
                                    AI-001 → AI-002 → AI-003 → AI-004 → AI-005
                                           ↓
                                    BACK-001 → BACK-002 → ... → BACK-010
                                           ↓
                                    UNIFY-001 → UNIFY-002 → ... → UNIFY-006
```

---

## Status Legend

- 🔴 **Not Started** - Work has not begun
- 🟡 **In Progress** - Actively being worked on
- 🟢 **Complete** - Finished and verified

---

## Recent Updates

| Date       | Update                                                           |
| ---------- | ---------------------------------------------------------------- |
| 2026-01-07 | Updated PROGRESS.md to reflect full 42-task scope from README.md |
| 2026-01-07 | Renumbered from Phase 9 to Phase 10                              |

---

## Dependencies

- **Phase 6 (UBA)**: Recommended but not blocking for 10A
- **Phase 3 (Editor UX)**: Some UI patterns may be reused

---

## Notes

This phase is the FOUNDATIONAL phase for AI vibe coding!

**Phase 10A (Project Structure)** is critical - transforms the monolithic 50,000+ line project.json into a component-per-file structure that AI can understand and edit.

Key features:

- Components stored as individual JSON files (~3000 tokens each)
- AI can edit single components without loading entire project
- Enables AI-driven development workflows
- Foundation for future AI assistant features

See README.md for full task specifications and implementation details.
