Explore the AutoCoderPlus4 project structure to identify and count the main features. Look for:

1. Main application components/modules
2. Feature directories or files
3. Documentation that describes features
4. Package.json scripts or configuration that indicates features
5. Source code organization that shows distinct functionality

Provide a comprehensive analysis of what features this project includes and how many there are.


I'll explore the AutoCoderPlus4 project structure comprehensively to identify and count the main features. Let me start by examining the project layout.


Bash

find "C:\Users\MikeSwanson\claude-projects\ACPP\AutoCoderPlus4" -type f -name "*.json" -o -name "*.md" | head -30


Let me get a better directory structure view:


total 10
drwxr-xr-x 1 AzureAD+MikeSwanson 4096   0 Jan 11 09:03 ./
drwxr-xr-x 1 AzureAD+MikeSwanson 4096   0 Jan 11 08:47 ../
-rw-r--r-- 1 AzureAD+MikeSwanson 4096 215 Jan 11 08:47 .claude_settings.json
-rw-r--r-- 1 AzureAD+MikeSwanson 4096 314 Jan 11 09:41 .claude_terminal_settings.json
drwxr-xr-x 1 AzureAD+MikeSwanson 4096   0 Jan 11 08:47 prompts/


Let me look at the parent directory to understand the broader structure mentioned in the git status:


total 48
drwxr-xr-x 1 AzureAD+MikeSwanson 4096 0 Jan 11 08:47 ./
drwxr-xr-x 1 AzureAD+MikeSwanson 4096 0 Jan 11 08:15 ../
drwxr-xr-x 1 AzureAD+MikeSwanson 4096 0 Jan 11 09:03 AutoCoderPlus4/
drwxr-xr-x 1 AzureAD+MikeSwanson 4096 0 Jan 11 08:58 AutoCoder-Plus-Plus/


Let me check the AutoCoder-Plus-Plus directory which seems to be the main project:


total 210
drwxr-xr-x 1 AzureAD+MikeSwanson 4096      0 Jan 11 08:58 ./
drwxr-xr-x 1 AzureAD+MikeSwanson 4096      0 Jan 11 08:47 ../
-rw-r--r-- 1 AzureAD+MikeSwanson 4096   1552 Jan 11 08:42 .claude_settings.json
drwxr-xr-x 1 AzureAD+MikeSwanson 4096      0 Jan 11 08:58 .git/
-rw-r--r-- 1 AzureAD+MikeSwanson 4096    396 Jan 11 08:56 .gitignore
-rw-r--r-- 1 AzureAD+MikeSwanson 4096  25967 Jan 11 08:42 app_spec.txt
-rw-r--r-- 1 AzureAD+MikeSwanson 4096   5048 Jan 11 08:58 claude-progress.txt
-rw-r--r-- 1 AzureAD+MikeSwanson 4096 131072 Jan 11 08:51 features.db
drwxr-xr-x 1 AzureAD+MikeSwanson 4096      0 Jan 11 08:55 frontend/
-rwxr-xr-x 1 AzureAD+MikeSwanson 4096   4149 Jan 11 08:52 init.sh*
-rw-r--r-- 1 AzureAD+MikeSwanson 4096    699 Jan 11 08:56 package.json
drwxr-xr-x 1 AzureAD+MikeSwanson 4096      0 Jan 11 08:42 prompts/
-rw-r--r-- 1 AzureAD+MikeSwanson 4096   5001 Jan 11 08:52 README.md
-rw-r--r-- 1 AzureAD+MikeSwanson 4096    517 Jan 11 08:56 requirements.txt
drwxr-xr-x 1 AzureAD+MikeSwanson 4096      0 Jan 11 08:54 server/


Now let me examine the main documentation and configuration files:


     1→# AutoCoder++
     2→
     3→Enterprise-grade autonomous coding agent system built on the Claude Agent SDK.
     4→
     5→## Overview
     6→
     7→AutoCoder++ employs a sophisticated two-agent pattern where an Initializer Agent analyzes application specifications and creates testable features, while a Coding Agent systematically implements each feature with verification.
     8→
     9→### Key Features
    10→
    11→- **Two-Agent Pattern**: Initializer + Coding agents for systematic development
    12→- **React UI**: Project management, Kanban board, real-time progress tracking
    13→- **WebSocket Updates**: Live progress and log streaming
    14→- **Parallel Execution**: AI-driven scheduling with file conflict detection
    15→- **Multi-Model Support**: Opus (analysis), Sonnet (coding), Haiku (validation)
    16→- **Intelligent Caching**: Learn from past implementations
    17→- **Self-Healing Recovery**: Automatic stuck state detection and recovery
    18→- **Enterprise Features**: SSO, RBAC, multi-tenant support, audit logging
    19→
    20→## Technology Stack
    21→
    22→### Frontend
    23→- React 18 with TypeScript
    24→- Tailwind CSS v4 (Neobrutalism theme)
    25→- Radix UI primitives
    26→- TanStack Query (state management)
    27→- D3.js (dependency visualization)
    28→
    29→### Backend
    30→- Python 3.11+ with FastAPI
    31→- SQLAlchemy ORM
    32→- SQLite databases
    33→- WebSocket for real-time updates
    34→
    35→### AI Integration
    36→- Claude Agent SDK
    37→- Anthropic API
    38→- Model Context Protocol (MCP)
    39→- Playwright MCP for browser testing
    40→
    41→## Quick Start
    42→
    43→### Prerequisites
    44→
    45→- Python 3.11+
    46→- Node.js 18+
    47→- Git
    48→- ANTHROPIC_API_KEY environment variable
    49→
    50→### Installation
    51→
    52→```bash
    53→# Clone the repository
    54→git clone https://git.azcomputerguru.com/azcomputerguru/autocoder-plus-plus.git
    55→cd autocoder-plus-plus
    56→
    57→# Run setup script
    58→./init.sh
    59→
    60→# Start development servers
    61→npm run dev
    62→```
    63→
    64→### Access Points
    65→
    66→- **Frontend**: http://localhost:5173
    67→- **API Documentation**: http://localhost:8000/docs
    68→- **WebSocket**: ws://localhost:8000/ws
    69→
    70→## Project Structure
    71→
    72→```
    73→autocoder-plus-plus/
    74→├── server/                 # FastAPI backend
    75→│   ├── main.py            # Application entry point
    76→│   ├── models/            # SQLAlchemy models
    77→│   ├── routers/           # API route handlers
    78→│   ├── services/          # Business logic
    79→│   └── mcp/               # MCP tool implementations
    80→├── frontend/              # React TypeScript frontend
    81→│   ├── src/
    82→│   │   ├── components/    # React components
    83→│   │   ├── hooks/         # Custom hooks
    84→│   │   ├── pages/         # Page components
    85→│   │   ├── services/      # API clients
    86→│   │   └── styles/        # Tailwind styles
    87→│   └── public/
    88→├── prompts/               # Agent prompt templates
    89→├── features.db            # Feature tracking database
    90→├── registry.db            # Project registry database
    91→├── init.sh               # Environment setup script
    92→└── app_spec.txt          # Project specification
    93→```
    94→
    95→## User Roles
    96→
    97→| Role | Permissions |
    98→|------|-------------|
    99→| Admin | Full system access, user management, global settings |
   100→| User | Create/manage own projects, run agents |
   101→| Viewer | Read-only access to assigned projects |
   102→
   103→## API Endpoints
   104→
   105→### Projects
   106→- `GET /api/projects` - List all projects
   107→- `POST /api/projects` - Create project
   108→- `GET /api/projects/:name` - Get project details
   109→- `DELETE /api/projects/:name` - Delete project
   110→
   111→### Features
   112→- `GET /api/features/:project` - List features
   113→- `POST /api/features/:project/bulk` - Bulk create features
   114→- `GET /api/features/:project/next` - Get next pending feature
   115→- `PUT /api/features/:id/status` - Update feature status
   116→
   117→### Agent Control
   118→- `POST /api/agent/:project/start` - Start coding agent
   119→- `POST /api/agent/:project/stop` - Stop agent
   120→- `POST /api/agent/:project/pause` - Pause agent
   121→- `POST /api/agent/:project/resume` - Resume agent
   122→
   123→### Authentication
   124→- `POST /api/auth/login` - User login
   125→- `POST /api/auth/logout` - User logout
   126→- `POST /api/auth/register` - User registration
   127→- `GET /api/auth/oauth/:provider` - OAuth initiation
   128→
   129→## MCP Tools
   130→
   131→Features are managed via MCP tools:
   132→
   133→```python
   134→# Get progress statistics
   135→feature_get_stats()
   136→
   137→# Get next feature to implement
   138→feature_get_next()
   139→
   140→# Mark feature as complete
   141→feature_mark_passing(feature_id=123)
   142→
   143→# Get features for regression testing
   144→feature_get_for_regression(limit=3)
   145→```
   146→
   147→## Design System
   148→
   149→AutoCoder++ uses a Neobrutalism design aesthetic:
   150→
   151→- **Bold borders**: 4px black
   152→- **Hard shadows**: 4px offset
   153→- **Vibrant colors**: Yellow (pending), Cyan (progress), Green (done)
   154→- **Monospace fonts**: JetBrains Mono for code
   155→- **Animations**: Slide-in, pulse, shimmer effects
   156→
   157→## Development
   158→
   159→### Running Tests
   160→
   161→```bash
   162→# Backend tests
   163→cd server && pytest
   164→
   165→# Frontend tests
   166→cd frontend && npm test
   167→```
   168→
   169→### Database Migrations
   170→
   171→SQLite databases are auto-created on first run. For schema changes, update models and restart.
   172→
   173→## License
   174→
   175→Proprietary - AZ Computer Guru
   176→
   177→## Contributing
   178→
   179→Internal project - contact the development team for contribution guidelines.
   180→

<system-reminder>
Whenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.
</system-reminder>

# AutoCoder++

Enterprise-grade autonomous coding agent system built on the Claude Agent SDK.

## Overview

AutoCoder++ employs a sophisticated two-agent pattern where an Initializer Agent analyzes application specifications and creates testable features, while a Coding Agent systematically implements each feature with verification.

### Key Features

- **Two-Agent Pattern**: Initializer + Coding agents for systematic development
- **React UI**: Project management, Kanban board, real-time progress tracking
- **WebSocket Updates**: Live progress and log streaming
- **Parallel Execution**: AI-driven scheduling with file conflict detection
- **Multi-Model Support**: Opus (analysis), Sonnet (coding), Haiku (validation)
- **Intelligent Caching**: Learn from past implementations
- **Self-Healing Recovery**: Automatic stuck state detection and recovery
- **Enterprise Features**: SSO, RBAC, multi-tenant support, audit logging

## Technology Stack

### Frontend
- React 18 with TypeScript
- Tailwind CSS v4 (Neobrutalism theme)
- Radix UI primitives
- TanStack Query (state management)
- D3.js (dependency visualization)

### Backend
- Python 3.11+ with FastAPI
- SQLAlchemy ORM
- SQLite databases
- WebSocket for real-time updates

### AI Integration
- Claude Agent SDK
- Anthropic API
- Model Context Protocol (MCP)
- Playwright MCP for browser testing

## Quick Start

### Prerequisites

- Python 3.11+
- Node.js 18+
- Git
- ANTHROPIC_API_KEY environment variable

### Installation

```bash
# Clone the repository
git clone https://git.azcomputerguru.com/azcomputerguru/autocoder-plus-plus.git
cd autocoder-plus-plus

# Run setup script
./init.sh

# Start development servers
npm run dev
```

### Access Points

- **Frontend**: http://localhost:5173
- **API Documentation**: http://localhost:8000/docs
- **WebSocket**: ws://localhost:8000/ws

## Project Structure

```
autocoder-plus-plus/
├── server/                 # FastAPI backend
│   ├── main.py            # Application entry point
│   ├── models/            # SQLAlchemy models
│   ├── routers/           # API route handlers
│   ├── services/          # Business logic
│   └── mcp/               # MCP tool implementations
├── frontend/              # React TypeScript frontend
│   ├── src/
│   │   ├── components/    # React components
│   │   ├── hooks/         # Custom hooks
│   │   ├── pages/         # Page components
│   │   ├── services/      # API clients
│   │   └── styles/        # Tailwind styles
│   └── public/
├── prompts/               # Agent prompt templates
├── features.db            # Feature tracking database
├── registry.db            # Project registry database
├── init.sh               # Environment setup script
└── app_spec.txt          # Project specification
```

## User Roles

| Role | Permissions |
|------|-------------|
| Admin | Full system access, user management, global settings |
| User | Create/manage own projects, run agents |
| Viewer | Read-only access to assigned projects |

## API Endpoints

### Projects
- `GET /api/projects` - List all projects
- `POST /api/projects` - Create project
- `GET /api/projects/:name` - Get project details
- `DELETE /api/projects/:name` - Delete project

### Features
- `GET /api/features/:project` - List features
- `POST /api/features/:project/bulk` - Bulk create features
- `GET /api/features/:project/next` - Get next pending feature
- `PUT /api/features/:id/status` - Update feature status

### Agent Control
- `POST /api/agent/:project/start` - Start coding agent
- `POST /api/agent/:project/stop` - Stop agent
- `POST /api/agent/:project/pause` - Pause agent
- `POST /api/agent/:project/resume` - Resume agent

### Authentication
- `POST /api/auth/login` - User login
- `POST /api/auth/logout` - User logout
- `POST /api/auth/register` - User registration
- `GET /api/auth/oauth/:provider` - OAuth initiation

## MCP Tools

Features are managed via MCP tools:

```python
# Get progress statistics
feature_get_stats()

# Get next feature to implement
feature_get_next()

# Mark feature as complete
feature_mark_passing(feature_id=123)

# Get features for regression testing
feature_get_for_regression(limit=3)
```

## Design System

AutoCoder++ uses a Neobrutalism design aesthetic:

- **Bold borders**: 4px black
- **Hard shadows**: 4px offset
- **Vibrant colors**: Yellow (pending), Cyan (progress), Green (done)
- **Monospace fonts**: JetBrains Mono for code
- **Animations**: Slide-in, pulse, shimmer effects

## Development

### Running Tests

```bash
# Backend tests
cd server && pytest

# Frontend tests
cd frontend && npm test
```

### Database Migrations

SQLite databases are auto-created on first run. For schema changes, update models and restart.

## License

Proprietary - AZ Computer Guru

## Contributing

Internal project - contact the development team for contribution guidelines.


     1→{
     2→  "name": "autocoder-plus-plus",
     3→  "version": "0.1.0",
     4→  "private": true,
     5→  "description": "Enterprise-grade autonomous coding agent system",
     6→  "scripts": {
     7→    "dev": "concurrently \"npm run dev:backend\" \"npm run dev:frontend\"",
     8→    "dev:backend": "cd server && python -m uvicorn main:app --reload --port 8000",
     9→    "dev:frontend": "cd frontend && npm run dev",
    10→    "build": "cd frontend && npm run build",
    11→    "test": "npm run test:backend && npm run test:frontend",
    12→    "test:backend": "cd server && pytest",
    13→    "test:frontend": "cd frontend && npm test",
    14→    "setup": "bash init.sh"
    15→  },
    16→  "devDependencies": {
    17→    "concurrently": "^8.2.2"
    18→  },
    19→  "engines": {
    20→    "node": ">=18.0.0"
    21→  }
    22→}
    23→

<system-reminder>
Whenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.
</system-reminder>

autocoder-plus-plus

concurrently "npm run dev:backend" "npm run dev:frontend"


     1→<project_specification>
     2→  <project_name>AutoCoder++</project_name>
     3→
     4→  <overview>
     5→    AutoCoder++ is an enterprise-grade autonomous coding agent system built on the Claude Agent SDK. It employs a sophisticated two-agent pattern where an Initializer Agent analyzes application specifications and creates testable features, while a Coding Agent systematically implements each feature with verification. The system features a React-based UI for project management, real-time progress tracking via WebSocket, parallel agent execution with AI-driven scheduling, multi-model support (Opus/Sonnet/Haiku), intelligent caching, self-healing recovery, and comprehensive enterprise features including SSO, RBAC, and multi-tenant support.
     6→  </overview>
     7→
     8→  <technology_stack>
     9→    <frontend>
    10→      <framework>React 18 with TypeScript</framework>
    11→      <styling>Tailwind CSS v4 with Neobrutalism theme</styling>
    12→      <components>Radix UI primitives</components>
    13→      <state_management>TanStack Query (React Query)</state_management>
    14→      <visualization>D3.js for dependency graphs</visualization>
    15→      <real_time>WebSocket client</real_time>
    16→    </frontend>
    17→    <backend>
    18→      <runtime>Python 3.11+</runtime>
    19→      <framework>FastAPI</framework>
    20→      <orm>SQLAlchemy</orm>
    21→      <database>SQLite (features.db, registry.db)</database>
    22→      <async>asyncio</async>
    23→    </backend>
    24→    <ai_integration>
    25→      <sdk>Claude Agent SDK</sdk>
    26→      <api>Anthropic API</api>
    27→      <models>
    28→        <analysis>claude-opus-4 (architectural decisions, complex reasoning)</analysis>
    29→        <coding>claude-sonnet-4-20250514 (fast implementation)</coding>
    30→        <validation>claude-haiku-3 (quick validation, cost-effective)</validation>
    31→      </models>
    32→      <protocol>Model Context Protocol (MCP)</protocol>
    33→    </ai_integration>
    34→    <testing>
    35→      <browser_automation>Playwright MCP</browser_automation>
    36→      <unit_testing>pytest</unit_testing>
    37→      <frontend_testing>Vitest</frontend_testing>
    38→    </testing>
    39→    <communication>
    40→      <api>REST with FastAPI</api>
    41→      <real_time>WebSocket</real_time>
    42→    </communication>
    43→  </technology_stack>
    44→
    45→  <prerequisites>
    46→    <environment_setup>
    47→      - Python 3.11+ with pip
    48→      - Node.js 18+ with npm
    49→      - ANTHROPIC_API_KEY environment variable
    50→      - Git for version control
    51→    </environment_setup>
    52→  </prerequisites>
    53→
    54→  <feature_count>325</feature_count>
    55→
    56→  <security_and_access_control>
    57→    <user_roles>
    58→      <role name="admin">
    59→        <permissions>
    60→          - Full system access
    61→          - Manage all projects across all users
    62→          - Configure global settings and resources
    63→          - View audit logs and compliance reports
    64→          - Manage user accounts and roles
    65→          - Access cost analytics and budgets
    66→          - Configure SSO and authentication settings
    67→        </permissions>
    68→        <protected_routes>
    69→          - /admin/*
    70→          - /settings/global/*
    71→          - /users/*
    72→          - /audit/*
    73→          - /compliance/*
    74→        </protected_routes>
    75→      </role>
    76→      <role name="user">
    77→        <permissions>
    78→          - Create and manage own projects
    79→          - Run agents on own projects
    80→          - View own project analytics
    81→          - Configure project-level settings
    82→          - Access own cost tracking
    83→          - Cannot access other users' projects
    84→          - Cannot access admin settings
    85→        </permissions>
    86→        <protected_routes>
    87→          - /projects/* (own projects only)
    88→          - /settings/account/*
    89→        </protected_routes>
    90→      </role>
    91→      <role name="viewer">
    92→        <permissions>
    93→          - View assigned projects (read-only)
    94→          - Cannot start/stop agents
    95→          - Cannot modify features
    96→          - Cannot change settings
    97→        </permissions>
    98→        <protected_routes>
    99→          - /projects/:id/view (assigned projects only)
   100→        </protected_routes>
   101→      </role>
   102→    </user_roles>
   103→    <authentication>
   104→      <method>Local accounts (email/password), OAuth (GitHub, Google), SSO (SAML/OIDC)</method>
   105→      <session_timeout>24 hours with activity-based extension</session_timeout>
   106→      <password_requirements>Minimum 8 characters, mixed case, numbers, special characters</password_requirements>
   107→    </authentication>
   108→    <sensitive_operations>
   109→      - Delete project requires confirmation dialog
   110→      - Delete user account requires password re-entry
   111→      - Bulk operations require explicit confirmation
   112→      - Budget changes require admin approval
   113→      - SSO configuration changes require re-authentication
   114→    </sensitive_operations>
   115→  </security_and_access_control>
   116→
   117→  <core_features>
   118→    <agent_system>
   119→      - Two-agent pattern (Initializer + Coding agents)
   120→      - Agent lifecycle management (start, stop, pause, resume)
   121→      - Session persistence and auto-continuation
   122→      - Context-aware prompt loading with infrastructure injection
   123→      - YOLO mode (skip testing for faster iteration)
   124→      - Agent status tracking (idle, running, paused, crashed)
   125→      - Subprocess isolation for agent execution
   126→      - Automatic 3-second delay between sessions
   127→      - Graceful shutdown and cleanup
   128→    </agent_system>
   129→
   130→    <parallel_execution>
   131→      - Smart orchestrator for AI-driven parallelization
   132→      - Concurrent agent spawning (configurable max)
   133→      - File-level conflict detection via FeatureGraph
   134→      - Async-safe file locking with FileLockManager
   135→      - Parallel batch grouping of non-conflicting features
   136→      - Result merging and verification
   137→      - Conflict resolution with git-style markers
   138→      - asyncio.Semaphore for concurrency control
   139→    </parallel_execution>
   140→
   141→    <multi_model_support>
   142→      - ModelRouter for task-based model selection
   143→      - Opus for architectural decisions and analysis
   144→      - Sonnet for code implementation
   145→      - Haiku for quick validations and cost optimization
   146→      - Automatic fallback between models
   147→      - Per-task model configuration
   148→      - Model performance tracking
   149→    </multi_model_support>
   150→
   151→    <feature_management>
   152→      - SQLite database for feature storage
   153→      - Priority-based feature ordering
   154→      - Category assignment (functional, style, etc.)
   155→      - Test step definitions per feature
   156→      - Status tracking (pending, in_progress, passes)
   157→      - Bulk feature creation
   158→      - Feature skipping and reordering
   159→      - Regression testing on random passing features
   160→      - MCP tools for feature operations
   161→    </feature_management>
   162→
   163→    <intelligent_caching>
   164→      - Cache successful implementations by pattern
   165→      - Similarity matching for feature approaches
   166→      - Approach suggestions from past implementations
   167→      - Token usage reduction through reuse
   168→      - Project-specific knowledge base
   169→      - Implementation recording with timing
   170→      - Cross-project pattern learning
   171→    </intelligent_caching>
   172→
   173→    <self_healing_recovery>
   174→      - Stuck state detection
   175→      - Failure pattern analysis across sessions
   176→      - Automatic workaround generation
   177→      - Recovery strategy application
   178→      - Learning from past failures
   179→      - Infinite loop detection
   180→      - Error pattern classification
   181→      - Graceful degradation
   182→    </self_healing_recovery>
   183→
   184→    <ai_test_generation>
   185→      - Auto-generate unit tests during implementation
   186→      - Integration test generation for feature combinations
   187→      - Edge case discovery via AI reasoning
   188→      - Property-based test generation
   189→      - Test coverage analysis
   190→      - Mutation testing integration
   191→      - Test step validation
   192→    </ai_test_generation>
   193→
   194→    <git_integration>
   195→      - Auto-create feature branches
   196→      - Meaningful commit messages from context
   197→      - Auto-generate PR descriptions
   198→      - AI-assisted conflict resolution
   199→      - Branch management per feature
   200→      - Merge handling and verification
   201→      - Commit history tracking
   202→    </git_integration>
   203→
   204→    <real_time_collaboration>
   205→      - Watch mode for file changes
   206→      - Human editing while agent works
   207→      - Conflict resolution with git-style markers
   208→      - Pair programming mode
   209→      - Live edit broadcasting
   210→      - Human review requests
   211→      - Edit acceptance workflow
   212→    </real_time_collaboration>
   213→
   214→    <cost_optimization>
   215→      - Per-project token budgets
   216→      - Real-time usage tracking
   217→      - Cost estimation before starting
   218→      - Automatic prompt optimization
   219→      - Usage analytics and trends
   220→      - Budget alerts and limits
   221→      - Cost-per-feature tracking
   222→      - Optimization suggestions
   223→    </cost_optimization>
   224→
   225→    <plugin_architecture>
   226→      - Pre/post implementation hooks
   227→      - Custom MCP tool registration
   228→      - Custom validators
   229→      - Custom reporters
   230→      - Event-based plugin system
   231→      - Plugin lifecycle management
   232→      - Configuration per plugin
   233→    </plugin_architecture>
   234→  </core_features>
   235→
   236→  <ui_features>
   237→    <main_application>
   238→      - Project selection dropdown
   239→      - Kanban board (Pending -> In Progress -> Done)
   240→      - Agent controls (Start/Stop/Pause/Resume)
   241→      - YOLO mode toggle with lightning bolt icon
   242→      - Real-time progress bar with animation
   243→      - Log viewer with live updates
   244→      - Dark/light mode toggle
   245→    </main_application>
   246→
   247→    <visual_progress_dashboard>
   248→      - Dependency graph visualization (D3.js)
   249→      - Real-time code diff viewer
   250→      - Agent thought process timeline
   251→      - Token usage analytics charts
   252→      - Cost tracking per feature
   253→      - Feature burndown chart
   254→      - Session history timeline
   255→      - Error rate visualization
   256→    </visual_progress_dashboard>
   257→
   258→    <project_management>
   259→      - New project wizard (multi-step modal)
   260→      - Import existing project
   261→      - Project settings panel
   262→      - Resource configuration
   263→      - Credentials management
   264→      - Project cloning
   265→      - Archive/delete projects
   266→    </project_management>
   267→
   268→    <feature_board>
   269→      - Draggable feature cards
   270→      - Kanban columns with counts
   271→      - Feature filtering and search
   272→      - Category color coding
   273→      - Priority indicators
   274→      - Expand/collapse details
   275→      - Bulk selection and actions
   276→    </feature_board>
   277→
   278→    <spec_creation>
   279→      - Interactive spec wizard
   280→      - WebSocket-based conversation
   281→      - Guided question flow
   282→      - Template selection
   283→      - Preview before generation
   284→    </spec_creation>
   285→
   286→    <folder_browser>
   287→      - Server-side filesystem navigation
   288→      - Path selection for projects
   289→      - File/folder icons
   290→      - Quick navigation
   291→    </folder_browser>
   292→
   293→    <design_system>
   294→      - Neobrutalism theme with bold borders
   295→      - Hard shadows (4px black)
   296→      - Vibrant color palette
   297→      - CSS custom properties for theming
   298→      - Monospace fonts for code
   299→      - Slide-in animations
   300→      - Pulse animations for status
   301→      - Shimmer effect for progress
   302→    </design_system>
   303→  </ui_features>
   304→
   305→  <enterprise_features>
   306→    <authentication_sso>
   307→      - Local email/password accounts
   308→      - OAuth integration (GitHub, Google)
   309→      - SAML SSO support
   310→      - OIDC SSO support
   311→      - Multi-factor authentication (optional)
   312→      - Password reset flow
   313→      - Email verification
   314→      - Remember me functionality
   315→    </authentication_sso>
   316→
   317→    <rbac>
   318→      - Role definitions (admin, user, viewer)
   319→      - Permission assignments per role
   320→      - Route protection by role
   321→      - API endpoint authorization
   322→      - Dynamic menu based on role
   323→      - Permission inheritance
   324→      - Custom role creation
   325→    </rbac>
   326→
   327→    <multi_tenant>
   328→      - User isolation (data separation)
   329→      - Project ownership tracking
   330→      - Team management
   331→      - Shared project access
   332→      - Resource quotas per user
   333→      - Tenant-specific settings
   334→    </multi_tenant>
   335→
   336→    <audit_compliance>
   337→      - Action logging (who, what, when)
   338→      - Login/logout tracking
   339→      - Configuration change history
   340→      - Data access logging
   341→      - Compliance report generation
   342→      - Log retention policies
   343→      - Export audit data
   344→    </audit_compliance>
   345→  </enterprise_features>
   346→
   347→  <database_schema>
   348→    <tables>
   349→      <features>
   350→        - id (INTEGER PRIMARY KEY AUTOINCREMENT)
   351→        - priority (INTEGER NOT NULL DEFAULT 0)
   352→        - category (TEXT NOT NULL)
   353→        - name (TEXT NOT NULL)
   354→        - description (TEXT NOT NULL)
   355→        - steps (TEXT NOT NULL - JSON array)
   356→        - passes (BOOLEAN NOT NULL DEFAULT FALSE)
   357→        - in_progress (BOOLEAN NOT NULL DEFAULT FALSE)
   358→        - created_at (TIMESTAMP DEFAULT CURRENT_TIMESTAMP)
   359→        - updated_at (TIMESTAMP DEFAULT CURRENT_TIMESTAMP)
   360→      </features>
   361→      <projects>
   362→        - id (INTEGER PRIMARY KEY AUTOINCREMENT)
   363→        - name (TEXT NOT NULL UNIQUE)
   364→        - path (TEXT NOT NULL - POSIX format)
   365→        - owner_id (INTEGER - FK to users)
   366→        - created_at (TIMESTAMP DEFAULT CURRENT_TIMESTAMP)
   367→        - last_accessed (TIMESTAMP)
   368→      </projects>
   369→      <users>
   370→        - id (INTEGER PRIMARY KEY AUTOINCREMENT)
   371→        - email (TEXT NOT NULL UNIQUE)
   372→        - password_hash (TEXT)
   373→        - role (TEXT NOT NULL DEFAULT 'user')
   374→        - oauth_provider (TEXT)
   375→        - oauth_id (TEXT)
   376→        - created_at (TIMESTAMP)
   377→        - last_login (TIMESTAMP)
   378→      </users>
   379→      <sessions>
   380→        - id (TEXT PRIMARY KEY)
   381→        - user_id (INTEGER - FK to users)
   382→        - project_id (INTEGER - FK to projects)
   383→        - started_at (TIMESTAMP)
   384→        - ended_at (TIMESTAMP)
   385→        - status (TEXT)
   386→        - tokens_used (INTEGER)
   387→        - cost (REAL)
   388→      </sessions>
   389→      <audit_logs>
   390→        - id (INTEGER PRIMARY KEY AUTOINCREMENT)
   391→        - user_id (INTEGER - FK to users)
   392→        - action (TEXT NOT NULL)
   393→        - resource_type (TEXT)
   394→        - resource_id (INTEGER)
   395→        - details (TEXT - JSON)
   396→        - ip_address (TEXT)
   397→        - created_at (TIMESTAMP)
   398→      </audit_logs>
   399→      <implementation_cache>
   400→        - id (INTEGER PRIMARY KEY AUTOINCREMENT)
   401→        - feature_pattern (TEXT NOT NULL)
   402→        - implementation (TEXT NOT NULL)
   403→        - tokens_used (INTEGER)
   404→        - duration_seconds (REAL)
   405→        - success (BOOLEAN)
   406→        - created_at (TIMESTAMP)
   407→      </implementation_cache>
   408→      <budgets>
   409→        - id (INTEGER PRIMARY KEY AUTOINCREMENT)
   410→        - project_id (INTEGER - FK to projects)
   411→        - max_tokens (INTEGER)
   412→        - tokens_used (INTEGER DEFAULT 0)
   413→        - alert_threshold (REAL DEFAULT 0.8)
   414→        - created_at (TIMESTAMP)
   415→        - updated_at (TIMESTAMP)
   416→      </budgets>
   417→      <plugins>
   418→        - id (INTEGER PRIMARY KEY AUTOINCREMENT)
   419→        - name (TEXT NOT NULL UNIQUE)
   420→        - enabled (BOOLEAN DEFAULT TRUE)
   421→        - config (TEXT - JSON)
   422→        - created_at (TIMESTAMP)
   423→      </plugins>
   424→      <file_locks>
   425→        - id (INTEGER PRIMARY KEY AUTOINCREMENT)
   426→        - file_path (TEXT NOT NULL)
   427→        - owner (TEXT NOT NULL)
   428→        - acquired_at (TIMESTAMP)
   429→        - expires_at (TIMESTAMP)
   430→      </file_locks>
   431→    </tables>
   432→  </database_schema>
   433→
   434→  <api_endpoints_summary>
   435→    <projects>
   436→      - GET /api/projects (list all projects)
   437→      - POST /api/projects (create project)
   438→      - GET /api/projects/:name (get project)
   439→      - PUT /api/projects/:name (update project)
   440→      - DELETE /api/projects/:name (delete project)
   441→      - POST /api/projects/:name/import (import existing)
   442→      - POST /api/projects/:name/clone (clone project)
   443→      - GET /api/projects/:name/stats (project statistics)
   444→    </projects>
   445→    <features>
   446→      - GET /api/features/:project (list features)
   447→      - POST /api/features/:project/bulk (create bulk)
   448→      - GET /api/features/:project/next (get next)
   449→      - PUT /api/features/:id/status (update status)
   450→      - GET /api/features/:project/stats (feature stats)
   451→      - GET /api/features/:project/regression (get regression set)
   452→      - PUT /api/features/:id/skip (skip feature)
   453→    </features>
   454→    <agent>
   455→      - POST /api/agent/:project/start (start agent)
   456→      - POST /api/agent/:project/stop (stop agent)
   457→      - POST /api/agent/:project/pause (pause agent)
   458→      - POST /api/agent/:project/resume (resume agent)
   459→      - GET /api/agent/:project/status (get status)
   460→      - GET /api/agent/:project/logs (get logs)
   461→      - PUT /api/agent/:project/mode (set YOLO mode)
   462→    </agent>
   463→    <filesystem>
   464→      - GET /api/filesystem/browse (browse folders)
   465→      - GET /api/filesystem/validate (validate path)
   466→    </filesystem>
   467→    <spec>
   468→      - WS /api/spec/ws (spec creation wizard)
   469→      - POST /api/spec/generate (generate spec)
   470→      - GET /api/spec/:project (get spec)
   471→    </spec>
   472→    <auth>
   473→      - POST /api/auth/login (login)
   474→      - POST /api/auth/logout (logout)
   475→      - POST /api/auth/register (register)
   476→      - POST /api/auth/refresh (refresh token)
   477→      - GET /api/auth/me (current user)
   478→      - POST /api/auth/password/reset (reset password)
   479→      - GET /api/auth/oauth/:provider (OAuth redirect)
   480→      - POST /api/auth/oauth/:provider/callback (OAuth callback)
   481→    </auth>
   482→    <users>
   483→      - GET /api/users (list users - admin)
   484→      - POST /api/users (create user - admin)
   485→      - GET /api/users/:id (get user)
   486→      - PUT /api/users/:id (update user)
   487→      - DELETE /api/users/:id (delete user - admin)
   488→      - PUT /api/users/:id/role (change role - admin)
   489→    </users>
   490→    <audit>
   491→      - GET /api/audit/logs (get audit logs - admin)
   492→      - GET /api/audit/export (export logs - admin)
   493→    </audit>
   494→    <analytics>
   495→      - GET /api/analytics/usage (token usage)
   496→      - GET /api/analytics/cost (cost tracking)
   497→      - GET /api/analytics/performance (performance metrics)
   498→    </analytics>
   499→    <budgets>
   500→      - GET /api/budgets/:project (get budget)
   501→      - PUT /api/budgets/:project (update budget)
   502→      - GET /api/budgets/:project/alerts (get alerts)
   503→    </budgets>
   504→    <plugins>
   505→      - GET /api/plugins (list plugins)
   506→      - POST /api/plugins (register plugin)
   507→      - PUT /api/plugins/:id (update plugin)
   508→      - DELETE /api/plugins/:id (remove plugin)
   509→    </plugins>
   510→    <cache>
   511→      - GET /api/cache/implementations (list cached)
   512→      - GET /api/cache/suggest/:pattern (get suggestions)
   513→      - DELETE /api/cache/clear (clear cache)
   514→    </cache>
   515→    <websocket>
   516→      - WS /ws/projects/:name (real-time updates)
   517→      - WS /ws/collaboration/:project (live editing)
   518→    </websocket>
   519→  </api_endpoints_summary>
   520→
   521→  <mcp_tools>
   522→    <feature_mcp>
   523→      - feature_get_stats (progress statistics)
   524→      - feature_get_next (highest-priority pending)
   525→      - feature_get_for_regression (random passing features)
   526→      - feature_mark_passing (mark complete)
   527→      - feature_mark_in_progress (mark working)
   528→      - feature_skip (move to end of queue)
   529→      - feature_create_bulk (initialize all features)
   530→    </feature_mcp>
   531→    <playwright_mcp>
   532→      - Browser automation for testing
   533→      - Screenshot capture
   534→      - DOM interaction
   535→      - Network monitoring
   536→    </playwright_mcp>
   537→  </mcp_tools>
   538→
   539→  <ui_layout>
   540→    <main_structure>
   541→      - Responsive layout with collapsible sidebar
   542→      - Header with project selector, user menu, theme toggle
   543→      - Main content area with Kanban board
   544→      - Floating agent control panel
   545→      - Slide-out log viewer
   546→      - Modal overlays for wizards and forms
   547→    </main_structure>
   548→    <dashboard_layout>
   549→      - Grid of analytics cards
   550→      - Full-width dependency graph
   551→      - Split view for diff viewer
   552→      - Timeline for agent activity
   553→    </dashboard_layout>
   554→  </ui_layout>
   555→
   556→  <design_system>
   557→    <color_palette>
   558→      - neo-pending: #fbbf24 (Yellow - pending features)
   559→      - neo-progress: #22d3ee (Cyan - in progress)
   560→      - neo-done: #22c55e (Green - completed)
   561→      - neo-error: #ef4444 (Red - errors)
   562→      - neo-bg: #f5f5f4 (Light background)
   563→      - neo-bg-dark: #1c1917 (Dark background)
   564→      - neo-border: #000000 (Bold borders)
   565→      - neo-accent: #8b5cf6 (Purple accent)
   566→    </color_palette>
   567→    <typography>
   568→      - Headings: Inter or system-ui
   569→      - Code: JetBrains Mono or monospace
   570→      - Body: Inter or system-ui
   571→    </typography>
   572→    <spacing>
   573→      - Base unit: 4px
   574→      - Border width: 4px
   575→      - Shadow offset: 4px 4px
   576→      - Border radius: 8px (slight rounding with brutal aesthetic)
   577→    </spacing>
   578→    <animations>
   579→      - animate-slide-in: Card entrance (0.3s ease-out)
   580→      - animate-pulse-neo: Status indicator pulse
   581→      - animate-shimmer: Progress bar shimmer effect
   582→      - animate-bounce-subtle: Button hover feedback
   583→    </animations>
   584→  </design_system>
   585→
   586→  <implementation_steps>
   587→    <step number="1">
   588→      <title>Phase 1: Core Agent System</title>
   589→      <tasks>
   590→        - Set up Python project structure with FastAPI
   591→        - Implement Claude SDK client configuration
   592→        - Create agent session loop (agent.py)
   593→        - Implement MCP server for feature management
   594→        - Create SQLite database models
   595→        - Build basic prompt loading system
   596→        - Implement agent lifecycle (start/stop/pause)
   597→      </tasks>
   598→    </step>
   599→    <step number="2">
   600→      <title>Phase 2: Feature Management</title>
   601→      <tasks>
   602→        - Implement feature CRUD operations
   603→        - Build bulk feature creation
   604→        - Create priority-based scheduling
   605→        - Implement feature status tracking
   606→        - Build regression test selection
   607→        - Create MCP tools for all feature operations
   608→      </tasks>
   609→    </step>
   610→    <step number="3">
   611→      <title>Phase 3: React UI Foundation</title>
   612→      <tasks>
   613→        - Set up React 18 + TypeScript project
   614→        - Configure Tailwind CSS v4 with Neobrutalism theme
   615→        - Create component library (Radix UI base)
   616→        - Implement project selector
   617→        - Build Kanban board with drag-drop
   618→        - Create agent control panel
   619→        - Implement WebSocket connection for real-time updates
   620→      </tasks>
   621→    </step>
   622→    <step number="4">
   623→      <title>Phase 4: Git Integration + Cost Optimization</title>
   624→      <tasks>
   625→        - Implement GitIntegration service
   626→        - Auto-create feature branches
   627→        - Generate meaningful commit messages
   628→        - Build PR description generator
   629→        - Implement token budget management
   630→        - Create cost tracking per session/feature
   631→        - Build usage analytics
   632→      </tasks>
   633→    </step>
   634→    <step number="5">
   635→      <title>Phase 5: Multi-Model Support + Intelligent Caching</title>
   636→      <tasks>
   637→        - Implement ModelRouter for task-based selection
   638→        - Configure Opus/Sonnet/Haiku routing
   639→        - Build implementation cache system
   640→        - Create similarity matching for approaches
   641→        - Implement suggestion system
   642→        - Build project knowledge base
   643→      </tasks>
   644→    </step>
   645→    <step number="6">
   646→      <title>Phase 6: Parallel Execution</title>
   647→      <tasks>
   648→        - Implement SmartOrchestrator
   649→        - Build FeatureGraph for conflict detection
   650→        - Create FileLockManager (async-safe)
   651→        - Implement parallel agent spawning
   652→        - Build result merging system
   653→        - Create conflict resolution
   654→      </tasks>
   655→    </step>
   656→    <step number="7">
   657→      <title>Phase 7: Self-Healing + Test Generation</title>
   658→      <tasks>
   659→        - Implement stuck state detection
   660→        - Build failure pattern analyzer
   661→        - Create recovery strategy generator
   662→        - Implement AI-driven test generation
   663→        - Build unit test auto-generation
   664→        - Create integration test generation
   665→        - Implement edge case discovery
   666→      </tasks>
   667→    </step>
   668→    <step number="8">
   669→      <title>Phase 8: Visual Dashboard + Collaboration</title>
   670→      <tasks>
   671→        - Implement D3.js dependency graph
   672→        - Build real-time diff viewer
   673→        - Create agent thought timeline
   674→        - Build token analytics charts
   675→        - Implement watch mode for files
   676→        - Create live edit broadcasting
   677→        - Build human review request system
   678→      </tasks>
   679→    </step>
   680→    <step number="9">
   681→      <title>Phase 9: Plugin Architecture</title>
   682→      <tasks>
   683→        - Design hook system (pre/post events)
   684→        - Implement plugin registration
   685→        - Create custom MCP tool support
   686→        - Build validator plugin interface
   687→        - Implement reporter plugins
   688→        - Create plugin configuration UI
   689→      </tasks>
   690→    </step>
   691→    <step number="10">
   692→      <title>Phase 10: Enterprise Features</title>
   693→      <tasks>
   694→        - Implement local authentication
   695→        - Add OAuth providers (GitHub, Google)
   696→        - Build SSO support (SAML/OIDC)
   697→        - Implement RBAC system
   698→        - Create user management UI
   699→        - Build multi-tenant isolation
   700→        - Implement audit logging
   701→        - Create compliance reports
   702→      </tasks>
   703→    </step>
   704→  </implementation_steps>
   705→
   706→  <success_criteria>
   707→    <functionality>
   708→      - Two-agent pattern works autonomously across sessions
   709→      - All 74+ API endpoints functional and tested
   710→      - Parallel execution correctly handles file conflicts
   711→      - Multi-model routing optimizes cost vs capability
   712→      - Self-healing recovers from common failure patterns
   713→      - Enterprise auth supports local, OAuth, and SSO
   714→    </functionality>
   715→    <user_experience>
   716→      - Kanban board provides clear project visibility
   717→      - Real-time updates reflect agent progress immediately
   718→      - Agent controls are intuitive and responsive
   719→      - Visual dashboard provides actionable insights
   720→      - Collaboration mode enables seamless pair programming
   721→    </user_experience>
   722→    <technical_quality>
   723→      - All code passes linting and type checking
   724→      - Unit test coverage > 80%
   725→      - Integration tests for all critical paths
   726→      - No mock data in production
   727→      - Proper error handling throughout
   728→      - Secure authentication and authorization
   729→    </technical_quality>
   730→    <design_polish>
   731→      - Neobrutalism theme consistently applied
   732→      - Animations smooth and purposeful
   733→      - Responsive on desktop and tablet
   734→      - Accessible (WCAG AA compliance)
   735→      - Dark/light mode fully functional
   736→    </design_polish>
   737→    <performance>
   738→      - Page loads < 3 seconds
   739→      - Real-time updates < 100ms latency
   740→      - Handles 1000+ features without degradation
   741→      - Memory stable over long sessions
   742→    </performance>
   743→  </success_criteria>
   744→</project_specification>
   745→

<system-reminder>
Whenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.
</system-reminder>

<project_specification>
  <project_name>AutoCoder++</project_name>

  <overview>
    AutoCoder++ is an enterprise-grade autonomous coding agent system built on the Claude Agent SDK. It employs a sophisticated two-agent pattern where an Initializer Agent analyzes application specifications and creates testable features, while a Coding Agent systematically implements each feature with verification. The system features a React-based UI for project management, real-time progress tracking via WebSocket, parallel agent execution with AI-driven scheduling, multi-model support (Opus/Sonnet/Haiku), intelligent caching, self-healing recovery, and comprehensive enterprise features including SSO, RBAC, and multi-tenant support.
  </overview>

  <technology_stack>
    <frontend>
      <framework>React 18 with TypeScript</framework>
      <styling>Tailwind CSS v4 with Neobrutalism theme</styling>
      <components>Radix UI primitives</components>
      <state_management>TanStack Query (React Query)</state_management>
      <visualization>D3.js for dependency graphs</visualization>
      <real_time>WebSocket client</real_time>
    </frontend>
    <backend>
      <runtime>Python 3.11+</runtime>
      <framework>FastAPI</framework>
      <orm>SQLAlchemy</orm>
      <database>SQLite (features.db, registry.db)</database>
      <async>asyncio</async>
    </backend>
    <ai_integration>
      <sdk>Claude Agent SDK</sdk>
      <api>Anthropic API</api>
      <models>
        <analysis>claude-opus-4 (architectural decisions, complex reasoning)</analysis>
        <coding>claude-sonnet-4-20250514 (fast implementation)</coding>
        <validation>claude-haiku-3 (quick validation, cost-effective)</validation>
      </models>
      <protocol>Model Context Protocol (MCP)</protocol>
    </ai_integration>
    <testing>
      <browser_automation>Playwright MCP</browser_automation>
      <unit_testing>pytest</unit_testing>
      <frontend_testing>Vitest</frontend_testing>
    </testing>
    <communication>
      <api>REST with FastAPI</api>
      <real_time>WebSocket</real_time>
    </communication>
  </technology_stack>

  <prerequisites>
    <environment_setup>
      - Python 3.11+ with pip
      - Node.js 18+ with npm
      - ANTHROPIC_API_KEY environment variable
      - Git for version control
    </environment_setup>
  </prerequisites>

  <feature_count>325</feature_count>

  <security_and_access_control>
    <user_roles>
      <role name="admin">
        <permissions>
          - Full system access
          - Manage all projects across all users
          - Configure global settings and resources
          - View audit logs and compliance reports
          - Manage user accounts and roles
          - Access cost analytics and budgets
          - Configure SSO and authentication settings
        </permissions>
        <protected_routes>
          - /admin/*
          - /settings/global/*
          - /users/*
          - /audit/*
          - /compliance/*
        </protected_routes>
      </role>
      <role name="user">
        <permissions>
          - Create and manage own projects
          - Run agents on own projects
          - View own project analytics
          - Configure project-level settings
          - Access own cost tracking
          - Cannot access other users' projects
          - Cannot access admin settings
        </permissions>
        <protected_routes>
          - /projects/* (own projects only)
          - /settings/account/*
        </protected_routes>
      </role>
      <role name="viewer">
        <permissions>
          - View assigned projects (read-only)
          - Cannot start/stop agents
          - Cannot modify features
          - Cannot change settings
        </permissions>
        <protected_routes>
          - /projects/:id/view (assigned projects only)
        </protected_routes>
      </role>
    </user_roles>
    <authentication>
      <method>Local accounts (email/password), OAuth (GitHub, Google), SSO (SAML/OIDC)</method>
      <session_timeout>24 hours with activity-based extension</session_timeout>
      <password_requirements>Minimum 8 characters, mixed case, numbers, special characters</password_requirements>
    </authentication>
    <sensitive_operations>
      - Delete project requires confirmation dialog
      - Delete user account requires password re-entry
      - Bulk operations require explicit confirmation
      - Budget changes require admin approval
      - SSO configuration changes require re-authentication
    </sensitive_operations>
  </security_and_access_control>

  <core_features>
    <agent_system>
      - Two-agent pattern (Initializer + Coding agents)
      - Agent lifecycle management (start, stop, pause, resume)
      - Session persistence and auto-continuation
      - Context-aware prompt loading with infrastructure injection
      - YOLO mode (skip testing for faster iteration)
      - Agent status tracking (idle, running, paused, crashed)
      - Subprocess isolation for agent execution
      - Automatic 3-second delay between sessions
      - Graceful shutdown and cleanup
    </agent_system>

    <parallel_execution>
      - Smart orchestrator for AI-driven parallelization
      - Concurrent agent spawning (configurable max)
      - File-level conflict detection via FeatureGraph
      - Async-safe file locking with FileLockManager
      - Parallel batch grouping of non-conflicting features
      - Result merging and verification
      - Conflict resolution with git-style markers
      - asyncio.Semaphore for concurrency control
    </parallel_execution>

    <multi_model_support>
      - ModelRouter for task-based model selection
      - Opus for architectural decisions and analysis
      - Sonnet for code implementation
      - Haiku for quick validations and cost optimization
      - Automatic fallback between models
      - Per-task model configuration
      - Model performance tracking
    </multi_model_support>

    <feature_management>
      - SQLite database for feature storage
      - Priority-based feature ordering
      - Category assignment (functional, style, etc.)
      - Test step definitions per feature
      - Status tracking (pending, in_progress, passes)
      - Bulk feature creation
      - Feature skipping and reordering
      - Regression testing on random passing features
      - MCP tools for feature operations
    </feature_management>

    <intelligent_caching>
      - Cache successful implementations by pattern
      - Similarity matching for feature approaches
      - Approach suggestions from past implementations
      - Token usage reduction through reuse
      - Project-specific knowledge base
      - Implementation recording with timing
      - Cross-project pattern learning
    </intelligent_caching>

    <self_healing_recovery>
      - Stuck state detection
      - Failure pattern analysis across sessions
      - Automatic workaround generation
      - Recovery strategy application
      - Learning from past failures
      - Infinite loop detection
      - Error pattern classification
      - Graceful degradation
    </self_healing_recovery>

    <ai_test_generation>
      - Auto-generate unit tests during implementation
      - Integration test generation for feature combinations
      - Edge case discovery via AI reasoning
      - Property-based test generation
      - Test coverage analysis
      - Mutation testing integration
      - Test step validation
    </ai_test_generation>

    <git_integration>
      - Auto-create feature branches
      - Meaningful commit messages from context
      - Auto-generate PR descriptions
      - AI-assisted conflict resolution
      - Branch management per feature
      - Merge handling and verification
      - Commit history tracking
    </git_integration>

    <real_time_collaboration>
      - Watch mode for file changes
      - Human editing while agent works
      - Conflict resolution with git-style markers
      - Pair programming mode
      - Live edit broadcasting
      - Human review requests
      - Edit acceptance workflow
    </real_time_collaboration>

    <cost_optimization>
      - Per-project token budgets
      - Real-time usage tracking
      - Cost estimation before starting
      - Automatic prompt optimization
      - Usage analytics and trends
      - Budget alerts and limits
      - Cost-per-feature tracking
      - Optimization suggestions
    </cost_optimization>

    <plugin_architecture>
      - Pre/post implementation hooks
      - Custom MCP tool registration
      - Custom validators
      - Custom reporters
      - Event-based plugin system
      - Plugin lifecycle management
      - Configuration per plugin
    </plugin_architecture>
  </core_features>

  <ui_features>
    <main_application>
      - Project selection dropdown
      - Kanban board (Pending -> In Progress -> Done)
      - Agent controls (Start/Stop/Pause/Resume)
      - YOLO mode toggle with lightning bolt icon
      - Real-time progress bar with animation
      - Log viewer with live updates
      - Dark/light mode toggle
    </main_application>

    <visual_progress_dashboard>
      - Dependency graph visualization (D3.js)
      - Real-time code diff viewer
      - Agent thought process timeline
      - Token usage analytics charts
      - Cost tracking per feature
      - Feature burndown chart
      - Session history timeline
      - Error rate visualization
    </visual_progress_dashboard>

    <project_management>
      - New project wizard (multi-step modal)
      - Import existing project
      - Project settings panel
      - Resource configuration
      - Credentials management
      - Project cloning
      - Archive/delete projects
    </project_management>

    <feature_board>
      - Draggable feature cards
      - Kanban columns with counts
      - Feature filtering and search
      - Category color coding
      - Priority indicators
      - Expand/collapse details
      - Bulk selection and actions
    </feature_board>

    <spec_creation>
      - Interactive spec wizard
      - WebSocket-based conversation
      - Guided question flow
      - Template selection
      - Preview before generation
    </spec_creation>

    <folder_browser>
      - Server-side filesystem navigation
      - Path selection for projects
      - File/folder icons
      - Quick navigation
    </folder_browser>

    <design_system>
      - Neobrutalism theme with bold borders
      - Hard shadows (4px black)
      - Vibrant color palette
      - CSS custom properties for theming
      - Monospace fonts for code
      - Slide-in animations
      - Pulse animations for status
      - Shimmer effect for progress
    </design_system>
  </ui_features>

  <enterprise_features>
    <authentication_sso>
      - Local email/password accounts
      - OAuth integration (GitHub, Google)
      - SAML SSO support
      - OIDC SSO support
      - Multi-factor authentication (optional)
      - Password reset flow
      - Email verification
      - Remember me functionality
    </authentication_sso>

    <rbac>
      - Role definitions (admin, user, viewer)
      - Permission assignments per role
      - Route protection by role
      - API endpoint authorization
      - Dynamic menu based on role
      - Permission inheritance
      - Custom role creation
    </rbac>

    <multi_tenant>
      - User isolation (data separation)
      - Project ownership tracking
      - Team management
      - Shared project access
      - Resource quotas per user
      - Tenant-specific settings
    </multi_tenant>

    <audit_compliance>
      - Action logging (who, what, when)
      - Login/logout tracking
      - Configuration change history
      - Data access logging
      - Compliance report generation
      - Log retention policies
      - Export audit data
    </audit_compliance>
  </enterprise_features>

  <database_schema>
    <tables>
      <features>
        - id (INTEGER PRIMARY KEY AUTOINCREMENT)
        - priority (INTEGER NOT NULL DEFAULT 0)
        - category (TEXT NOT NULL)
        - name (TEXT NOT NULL)
        - description (TEXT NOT NULL)
        - steps (TEXT NOT NULL - JSON array)
        - passes (BOOLEAN NOT NULL DEFAULT FALSE)
        - in_progress (BOOLEAN NOT NULL DEFAULT FALSE)
        - created_at (TIMESTAMP DEFAULT CURRENT_TIMESTAMP)
        - updated_at (TIMESTAMP DEFAULT CURRENT_TIMESTAMP)
      </features>
      <projects>
        - id (INTEGER PRIMARY KEY AUTOINCREMENT)
        - name (TEXT NOT NULL UNIQUE)
        - path (TEXT NOT NULL - POSIX format)
        - owner_id (INTEGER - FK to users)
        - created_at (TIMESTAMP DEFAULT CURRENT_TIMESTAMP)
        - last_accessed (TIMESTAMP)
      </projects>
      <users>
        - id (INTEGER PRIMARY KEY AUTOINCREMENT)
        - email (TEXT NOT NULL UNIQUE)
        - password_hash (TEXT)
        - role (TEXT NOT NULL DEFAULT 'user')
        - oauth_provider (TEXT)
        - oauth_id (TEXT)
        - created_at (TIMESTAMP)
        - last_login (TIMESTAMP)
      </users>
      <sessions>
        - id (TEXT PRIMARY KEY)
        - user_id (INTEGER - FK to users)
        - project_id (INTEGER - FK to projects)
        - started_at (TIMESTAMP)
        - ended_at (TIMESTAMP)
        - status (TEXT)
        - tokens_used (INTEGER)
        - cost (REAL)
      </sessions>
      <audit_logs>
        - id (INTEGER PRIMARY KEY AUTOINCREMENT)
        - user_id (INTEGER - FK to users)
        - action (TEXT NOT NULL)
        - resource_type (TEXT)
        - resource_id (INTEGER)
        - details (TEXT - JSON)
        - ip_address (TEXT)
        - created_at (TIMESTAMP)
      </audit_logs>
      <implementation_cache>
        - id (INTEGER PRIMARY KEY AUTOINCREMENT)
        - feature_pattern (TEXT NOT NULL)
        - implementation (TEXT NOT NULL)
        - tokens_used (INTEGER)
        - duration_seconds (REAL)
        - success (BOOLEAN)
        - created_at (TIMESTAMP)
      </implementation_cache>
      <budgets>
        - id (INTEGER PRIMARY KEY AUTOINCREMENT)
        - project_id (INTEGER - FK to projects)
        - max_tokens (INTEGER)
        - tokens_used (INTEGER DEFAULT 0)
        - alert_threshold (REAL DEFAULT 0.8)
        - created_at (TIMESTAMP)
        - updated_at (TIMESTAMP)
      </budgets>
      <plugins>
        - id (INTEGER PRIMARY KEY AUTOINCREMENT)
        - name (TEXT NOT NULL UNIQUE)
        - enabled (BOOLEAN DEFAULT TRUE)
        - config (TEXT - JSON)
        - created_at (TIMESTAMP)
      </plugins>
      <file_locks>
        - id (INTEGER PRIMARY KEY AUTOINCREMENT)
        - file_path (TEXT NOT NULL)
        - owner (TEXT NOT NULL)
        - acquired_at (TIMESTAMP)
        - expires_at (TIMESTAMP)
      </file_locks>
    </tables>
  </database_schema>

  <api_endpoints_summary>
    <projects>
      - GET /api/projects (list all projects)
      - POST /api/projects (create project)
      - GET /api/projects/:name (get project)
      - PUT /api/projects/:name (update project)
      - DELETE /api/projects/:name (delete project)
      - POST /api/projects/:name/import (import existing)
      - POST /api/projects/:name/clone (clone project)
      - GET /api/projects/:name/stats (project statistics)
    </projects>
    <features>
      - GET /api/features/:project (list features)
      - POST /api/features/:project/bulk (create bulk)
      - GET /api/features/:project/next (get next)
      - PUT /api/features/:id/status (update status)
      - GET /api/features/:project/stats (feature stats)
      - GET /api/features/:project/regression (get regression set)
      - PUT /api/features/:id/skip (skip feature)
    </features>
    <agent>
      - POST /api/agent/:project/start (start agent)
      - POST /api/agent/:project/stop (stop agent)
      - POST /api/agent/:project/pause (pause agent)
      - POST /api/agent/:project/resume (resume agent)
      - GET /api/agent/:project/status (get status)
      - GET /api/agent/:project/logs (get logs)
      - PUT /api/agent/:project/mode (set YOLO mode)
    </agent>
    <filesystem>
      - GET /api/filesystem/browse (browse folders)
      - GET /api/filesystem/validate (validate path)
    </filesystem>
    <spec>
      - WS /api/spec/ws (spec creation wizard)
      - POST /api/spec/generate (generate spec)
      - GET /api/spec/:project (get spec)
    </spec>
    <auth>
      - POST /api/auth/login (login)
      - POST /api/auth/logout (logout)
      - POST /api/auth/register (register)
      - POST /api/auth/refresh (refresh token)
      - GET /api/auth/me (current user)
      - POST /api/auth/password/reset (reset password)
      - GET /api/auth/oauth/:provider (OAuth redirect)
      - POST /api/auth/oauth/:provider/callback (OAuth callback)
    </auth>
    <users>
      - GET /api/users (list users - admin)
      - POST /api/users (create user - admin)
      - GET /api/users/:id (get user)
      - PUT /api/users/:id (update user)
      - DELETE /api/users/:id (delete user - admin)
      - PUT /api/users/:id/role (change role - admin)
    </users>
    <audit>
      - GET /api/audit/logs (get audit logs - admin)
      - GET /api/audit/export (export logs - admin)
    </audit>
    <analytics>
      - GET /api/analytics/usage (token usage)
      - GET /api/analytics/cost (cost tracking)
      - GET /api/analytics/performance (performance metrics)
    </analytics>
    <budgets>
      - GET /api/budgets/:project (get budget)
      - PUT /api/budgets/:project (update budget)
      - GET /api/budgets/:project/alerts (get alerts)
    </budgets>
    <plugins>
      - GET /api/plugins (list plugins)
      - POST /api/plugins (register plugin)
      - PUT /api/plugins/:id (update plugin)
      - DELETE /api/plugins/:id (remove plugin)
    </plugins>
    <cache>
      - GET /api/cache/implementations (list cached)
      - GET /api/cache/suggest/:pattern (get suggestions)
      - DELETE /api/cache/clear (clear cache)
    </cache>
    <websocket>
      - WS /ws/projects/:name (real-time updates)
      - WS /ws/collaboration/:project (live editing)
    </websocket>
  </api_endpoints_summary>

  <mcp_tools>
    <feature_mcp>
      - feature_get_stats (progress statistics)
      - feature_get_next (highest-priority pending)
      - feature_get_for_regression (random passing features)
      - feature_mark_passing (mark complete)
      - feature_mark_in_progress (mark working)
      - feature_skip (move to end of queue)
      - feature_create_bulk (initialize all features)
    </feature_mcp>
    <playwright_mcp>
      - Browser automation for testing
      - Screenshot capture
      - DOM interaction
      - Network monitoring
    </playwright_mcp>
  </mcp_tools>

  <ui_layout>
    <main_structure>
      - Responsive layout with collapsible sidebar
      - Header with project selector, user menu, theme toggle
      - Main content area with Kanban board
      - Floating agent control panel
      - Slide-out log viewer
      - Modal overlays for wizards and forms
    </main_structure>
    <dashboard_layout>
      - Grid of analytics cards
      - Full-width dependency graph
      - Split view for diff viewer
      - Timeline for agent activity
    </dashboard_layout>
  </ui_layout>

  <design_system>
    <color_palette>
      - neo-pending: #fbbf24 (Yellow - pending features)
      - neo-progress: #22d3ee (Cyan - in progress)
      - neo-done: #22c55e (Green - completed)
      - neo-error: #ef4444 (Red - errors)
      - neo-bg: #f5f5f4 (Light background)
      - neo-bg-dark: #1c1917 (Dark background)
      - neo-border: #000000 (Bold borders)
      - neo-accent: #8b5cf6 (Purple accent)
    </color_palette>
    <typography>
      - Headings: Inter or system-ui
      - Code: JetBrains Mono or monospace
      - Body: Inter or system-ui
    </typography>
    <spacing>
      - Base unit: 4px
      - Border width: 4px
      - Shadow offset: 4px 4px
      - Border radius: 8px (slight rounding with brutal aesthetic)
    </spacing>
    <animations>
      - animate-slide-in: Card entrance (0.3s ease-out)
      - animate-pulse-neo: Status indicator pulse
      - animate-shimmer: Progress bar shimmer effect
      - animate-bounce-subtle: Button hover feedback
    </animations>
  </design_system>

  <implementation_steps>
    <step number="1">
      <title>Phase 1: Core Agent System</title>
      <tasks>
        - Set up Python project structure with FastAPI
        - Implement Claude SDK client configuration
        - Create agent session loop (agent.py)
        - Implement MCP server for feature management
        - Create SQLite database models
        - Build basic prompt loading system
        - Implement agent lifecycle (start/stop/pause)
      </tasks>
    </step>
    <step number="2">
      <title>Phase 2: Feature Management</title>
      <tasks>
        - Implement feature CRUD operations
        - Build bulk feature creation
        - Create priority-based scheduling
        - Implement feature status tracking
        - Build regression test selection
        - Create MCP tools for all feature operations
      </tasks>
    </step>
    <step number="3">
      <title>Phase 3: React UI Foundation</title>
      <tasks>
        - Set up React 18 + TypeScript project
        - Configure Tailwind CSS v4 with Neobrutalism theme
        - Create component library (Radix UI base)
        - Implement project selector
        - Build Kanban board with drag-drop
        - Create agent control panel
        - Implement WebSocket connection for real-time updates
      </tasks>
    </step>
    <step number="4">
      <title>Phase 4: Git Integration + Cost Optimization</title>
      <tasks>
        - Implement GitIntegration service
        - Auto-create feature branches
        - Generate meaningful commit messages
        - Build PR description generator
        - Implement token budget management
        - Create cost tracking per session/feature
        - Build usage analytics
      </tasks>
    </step>
    <step number="5">
      <title>Phase 5: Multi-Model Support + Intelligent Caching</title>
      <tasks>
        - Implement ModelRouter for task-based selection
        - Configure Opus/Sonnet/Haiku routing
        - Build implementation cache system
        - Create similarity matching for approaches
        - Implement suggestion system
        - Build project knowledge base
      </tasks>
    </step>
    <step number="6">
      <title>Phase 6: Parallel Execution</title>
      <tasks>
        - Implement SmartOrchestrator
        - Build FeatureGraph for conflict detection
        - Create FileLockManager (async-safe)
        - Implement parallel agent spawning
        - Build result merging system
        - Create conflict resolution
      </tasks>
    </step>
    <step number="7">
      <title>Phase 7: Self-Healing + Test Generation</title>
      <tasks>
        - Implement stuck state detection
        - Build failure pattern analyzer
        - Create recovery strategy generator
        - Implement AI-driven test generation
        - Build unit test auto-generation
        - Create integration test generation
        - Implement edge case discovery
      </tasks>
    </step>
    <step number="8">
      <title>Phase 8: Visual Dashboard + Collaboration</title>
      <tasks>
        - Implement D3.js dependency graph
        - Build real-time diff viewer
        - Create agent thought timeline
        - Build token analytics charts
        - Implement watch mode for files
        - Create live edit broadcasting
        - Build human review request system
      </tasks>
    </step>
    <step number="9">
      <title>Phase 9: Plugin Architecture</title>
      <tasks>
        - Design hook system (pre/post events)
        - Implement plugin registration
        - Create custom MCP tool support
        - Build validator plugin interface
        - Implement reporter plugins
        - Create plugin configuration UI
      </tasks>
    </step>
    <step number="10">
      <title>Phase 10: Enterprise Features</title>
      <tasks>
        - Implement local authentication
        - Add OAuth providers (GitHub, Google)
        - Build SSO support (SAML/OIDC)
        - Implement RBAC system
        - Create user management UI
        - Build multi-tenant isolation
        - Implement audit logging
        - Create compliance reports
      </tasks>
    </step>
  </implementation_steps>

  <success_criteria>
    <functionality>
      - Two-agent pattern works autonomously across sessions
      - All 74+ API endpoints functional and tested
      - Parallel execution correctly handles file conflicts
      - Multi-model routing optimizes cost vs capability
      - Self-healing recovers from common failure patterns
      - Enterprise auth supports local, OAuth, and SSO
    </functionality>
    <user_experience>
      - Kanban board provides clear project visibility
      - Real-time updates reflect agent progress immediately
      - Agent controls are intuitive and responsive
      - Visual dashboard provides actionable insights
      - Collaboration mode enables seamless pair programming
    </user_experience>
    <technical_quality>
      - All code passes linting and type checking
      - Unit test coverage > 80%
      - Integration tests for all critical paths
      - No mock data in production
      - Proper error handling throughout
      - Secure authentication and authorization
    </technical_quality>
    <design_polish>
      - Neobrutalism theme consistently applied
      - Animations smooth and purposeful
      - Responsive on desktop and tablet
      - Accessible (WCAG AA compliance)
      - Dark/light mode fully functional
    </design_polish>
    <performance>
      - Page loads < 3 seconds
      - Real-time updates < 100ms latency
      - Handles 1000+ features without degradation
      - Memory stable over long sessions
    </performance>
  </success_criteria>
</project_specification>


Now let me explore the server and frontend directories to understand the actual implementation:


Bash

find "C:\Users\MikeSwanson\claude-projects\ACPP\AutoCoder-Plus-Plus\server" -type f -name "*.py" | head -40


find "C:\Users\MikeSwanson\claude-projects\ACPP\AutoCoder-Plus-Plus\frontend\src" -type f \( -name "*.tsx" -o -name "*.ts" \) | head -40


C:\Users\MikeSwanson\claude-projects\ACPP\AutoCoder-Plus-Plus\frontend\src/App.tsx
C:\Users\MikeSwanson\claude-projects\ACPP\AutoCoder-Plus-Plus\frontend\src/main.tsx


Let me check the directory structure more thoroughly:


total 17
drwxr-xr-x 1 AzureAD+MikeSwanson 4096    0 Jan 11 08:54 ./
drwxr-xr-x 1 AzureAD+MikeSwanson 4096    0 Jan 11 08:58 ../
-rw-r--r-- 1 AzureAD+MikeSwanson 4096   29 Jan 11 08:53 __init__.py
-rw-r--r-- 1 AzureAD+MikeSwanson 4096 4091 Jan 11 08:54 main.py
drwxr-xr-x 1 AzureAD+MikeSwanson 4096    0 Jan 11 08:53 mcp/
drwxr-xr-x 1 AzureAD+MikeSwanson 4096    0 Jan 11 08:54 models/
drwxr-xr-x 1 AzureAD+MikeSwanson 4096    0 Jan 11 08:53 routers/
drwxr-xr-x 1 AzureAD+MikeSwanson 4096    0 Jan 11 08:53 services/


total 16
drwxr-xr-x 1 AzureAD+MikeSwanson 4096    0 Jan 11 08:55 ./
drwxr-xr-x 1 AzureAD+MikeSwanson 4096    0 Jan 11 08:55 ../
-rw-r--r-- 1 AzureAD+MikeSwanson 4096 1178 Jan 11 08:55 App.tsx
drwxr-xr-x 1 AzureAD+MikeSwanson 4096    0 Jan 11 08:52 components/
drwxr-xr-x 1 AzureAD+MikeSwanson 4096    0 Jan 11 08:52 hooks/
-rw-r--r-- 1 AzureAD+MikeSwanson 4096  612 Jan 11 08:55 main.tsx
drwxr-xr-x 1 AzureAD+MikeSwanson 4096    0 Jan 11 08:52 pages/
drwxr-xr-x 1 AzureAD+MikeSwanson 4096    0 Jan 11 08:52 services/
drwxr-xr-x 1 AzureAD+MikeSwanson 4096    0 Jan 11 08:55 styles/


Let me explore the nested directories:


total 5
drwxr-xr-x 1 AzureAD+MikeSwanson 4096  0 Jan 11 08:53 ./
drwxr-xr-x 1 AzureAD+MikeSwanson 4096  0 Jan 11 08:54 ../
-rw-r--r-- 1 AzureAD+MikeSwanson 4096 30 Jan 11 08:53 __init__.py


total 5
drwxr-xr-x 1 AzureAD+MikeSwanson 4096  0 Jan 11 08:53 ./
drwxr-xr-x 1 AzureAD+MikeSwanson 4096  0 Jan 11 08:54 ../
-rw-r--r-- 1 AzureAD+MikeSwanson 4096 42 Jan 11 08:53 __init__.py


total 33
drwxr-xr-x 1 AzureAD+MikeSwanson 4096    0 Jan 11 08:54 ./
drwxr-xr-x 1 AzureAD+MikeSwanson 4096    0 Jan 11 08:54 ../
-rw-r--r-- 1 AzureAD+MikeSwanson 4096  217 Jan 11 08:53 __init__.py
-rw-r--r-- 1 AzureAD+MikeSwanson 4096 1479 Jan 11 08:54 audit.py
-rw-r--r-- 1 AzureAD+MikeSwanson 4096  803 Jan 11 08:53 database.py
-rw-r--r-- 1 AzureAD+MikeSwanson 4096 1518 Jan 11 08:53 feature.py
-rw-r--r-- 1 AzureAD+MikeSwanson 4096 1226 Jan 11 08:54 project.py
-rw-r--r-- 1 AzureAD+MikeSwanson 4096 1412 Jan 11 08:54 session.py
-rw-r--r-- 1 AzureAD+MikeSwanson 4096 1547 Jan 11 08:54 user.py


Let me check the frontend components and pages directories:


total 4
drwxr-xr-x 1 AzureAD+MikeSwanson 4096 0 Jan 11 08:52 ./
drwxr-xr-x 1 AzureAD+MikeSwanson 4096 0 Jan 11 08:55 ../


Now let me read the main server and frontend files to understand implementation:


     1→"""
     2→AutoCoder++ FastAPI Application
     3→Enterprise-grade autonomous coding agent system
     4→"""
     5→from fastapi import FastAPI, WebSocket, WebSocketDisconnect
     6→from fastapi.middleware.cors import CORSMiddleware
     7→from contextlib import asynccontextmanager
     8→import logging
     9→
    10→from models.database import init_db
    11→
    12→# Configure logging
    13→logging.basicConfig(level=logging.INFO)
    14→logger = logging.getLogger(__name__)
    15→
    16→
    17→@asynccontextmanager
    18→async def lifespan(app: FastAPI):
    19→    """Application lifespan handler"""
    20→    # Startup
    21→    logger.info("Starting AutoCoder++ server...")
    22→    init_db()
    23→    logger.info("Database initialized")
    24→    yield
    25→    # Shutdown
    26→    logger.info("Shutting down AutoCoder++ server...")
    27→
    28→
    29→# Create FastAPI application
    30→app = FastAPI(
    31→    title="AutoCoder++",
    32→    description="Enterprise-grade autonomous coding agent system",
    33→    version="0.1.0",
    34→    lifespan=lifespan,
    35→)
    36→
    37→# Configure CORS
    38→app.add_middleware(
    39→    CORSMiddleware,
    40→    allow_origins=["http://localhost:5173", "http://localhost:3000"],
    41→    allow_credentials=True,
    42→    allow_methods=["*"],
    43→    allow_headers=["*"],
    44→)
    45→
    46→
    47→# Health check endpoint
    48→@app.get("/health")
    49→async def health_check():
    50→    """Health check endpoint"""
    51→    return {"status": "healthy", "service": "autocoder-plus-plus"}
    52→
    53→
    54→# API info endpoint
    55→@app.get("/api")
    56→async def api_info():
    57→    """API information endpoint"""
    58→    return {
    59→        "name": "AutoCoder++ API",
    60→        "version": "0.1.0",
    61→        "endpoints": {
    62→            "projects": "/api/projects",
    63→            "features": "/api/features",
    64→            "agent": "/api/agent",
    65→            "auth": "/api/auth",
    66→            "users": "/api/users",
    67→            "audit": "/api/audit",
    68→            "analytics": "/api/analytics",
    69→        }
    70→    }
    71→
    72→
    73→# WebSocket connection manager
    74→class ConnectionManager:
    75→    """Manages WebSocket connections for real-time updates"""
    76→
    77→    def __init__(self):
    78→        self.active_connections: dict[str, list[WebSocket]] = {}
    79→
    80→    async def connect(self, websocket: WebSocket, project_name: str):
    81→        """Accept and register a connection"""
    82→        await websocket.accept()
    83→        if project_name not in self.active_connections:
    84→            self.active_connections[project_name] = []
    85→        self.active_connections[project_name].append(websocket)
    86→
    87→    def disconnect(self, websocket: WebSocket, project_name: str):
    88→        """Remove a connection"""
    89→        if project_name in self.active_connections:
    90→            self.active_connections[project_name].remove(websocket)
    91→
    92→    async def broadcast(self, message: dict, project_name: str):
    93→        """Broadcast message to all connections for a project"""
    94→        if project_name in self.active_connections:
    95→            for connection in self.active_connections[project_name]:
    96→                await connection.send_json(message)
    97→
    98→
    99→manager = ConnectionManager()
   100→
   101→
   102→@app.websocket("/ws/projects/{project_name}")
   103→async def websocket_endpoint(websocket: WebSocket, project_name: str):
   104→    """WebSocket endpoint for real-time project updates"""
   105→    await manager.connect(websocket, project_name)
   106→    try:
   107→        while True:
   108→            data = await websocket.receive_json()
   109→            # Handle incoming messages (e.g., client events)
   110→            logger.info(f"Received WS message for {project_name}: {data}")
   111→    except WebSocketDisconnect:
   112→        manager.disconnect(websocket, project_name)
   113→
   114→
   115→# Include routers (to be implemented)
   116→# from routers import projects, features, agent, auth, users, audit, analytics
   117→# app.include_router(projects.router, prefix="/api/projects", tags=["projects"])
   118→# app.include_router(features.router, prefix="/api/features", tags=["features"])
   119→# app.include_router(agent.router, prefix="/api/agent", tags=["agent"])
   120→# app.include_router(auth.router, prefix="/api/auth", tags=["auth"])
   121→# app.include_router(users.router, prefix="/api/users", tags=["users"])
   122→# app.include_router(audit.router, prefix="/api/audit", tags=["audit"])
   123→# app.include_router(analytics.router, prefix="/api/analytics", tags=["analytics"])
   124→
   125→
   126→if __name__ == "__main__":
   127→    import uvicorn
   128→    uvicorn.run(app, host="0.0.0.0", port=8000)
   129→

<system-reminder>
Whenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.
</system-reminder>

"""
AutoCoder++ FastAPI Application
Enterprise-grade autonomous coding agent system
"""
from fastapi import FastAPI, WebSocket, WebSocketDisconnect
from fastapi.middleware.cors import CORSMiddleware
from contextlib import asynccontextmanager
import logging

from models.database import init_db

# Configure logging
logging.basicConfig(level=logging.INFO)
logger = logging.getLogger(__name__)

@asynccontextmanager
async def lifespan(app: FastAPI):
    """Application lifespan handler"""
    # Startup
    logger.info("Starting AutoCoder++ server...")
    init_db()
    logger.info("Database initialized")
    yield
    # Shutdown
    logger.info("Shutting down AutoCoder++ server...")

# Create FastAPI application
app = FastAPI(
    title="AutoCoder++",
    description="Enterprise-grade autonomous coding agent system",
    version="0.1.0",
    lifespan=lifespan,
)

# Configure CORS
app.add_middleware(
    CORSMiddleware,
    allow_origins=["http://localhost:5173", "http://localhost:3000"],
    allow_credentials=True,
    allow_methods=["*"],
    allow_headers=["*"],
)

# Health check endpoint
@app.get("/health")
async def health_check():
    """Health check endpoint"""
    return {"status": "healthy", "service": "autocoder-plus-plus"}

# API info endpoint
@app.get("/api")
async def api_info():
    """API information endpoint"""
    return {
        "name": "AutoCoder++ API",
        "version": "0.1.0",
        "endpoints": {
            "projects": "/api/projects",
            "features": "/api/features",
            "agent": "/api/agent",
            "auth": "/api/auth",
            "users": "/api/users",
            "audit": "/api/audit",
            "analytics": "/api/analytics",
        }
    }

# WebSocket connection manager
class ConnectionManager:
    """Manages WebSocket connections for real-time updates"""

    def __init__(self):
        self.active_connections: dict[str, list[WebSocket]] = {}

    async def connect(self, websocket: WebSocket, project_name: str):
        """Accept and register a connection"""
        await websocket.accept()
        if project_name not in self.active_connections:
            self.active_connections[project_name] = []
        self.active_connections[project_name].append(websocket)

    def disconnect(self, websocket: WebSocket, project_name: str):
        """Remove a connection"""
        if project_name in self.active_connections:
            self.active_connections[project_name].remove(websocket)

    async def broadcast(self, message: dict, project_name: str):
        """Broadcast message to all connections for a project"""
        if project_name in self.active_connections:
            for connection in self.active_connections[project_name]:
                await connection.send_json(message)

manager = ConnectionManager()

@app.websocket("/ws/projects/{project_name}")
async def websocket_endpoint(websocket: WebSocket, project_name: str):
    """WebSocket endpoint for real-time project updates"""
    await manager.connect(websocket, project_name)
    try:
        while True:
            data = await websocket.receive_json()
            # Handle incoming messages (e.g., client events)
            logger.info(f"Received WS message for {project_name}: {data}")
    except WebSocketDisconnect:
        manager.disconnect(websocket, project_name)

# Include routers (to be implemented)
# from routers import projects, features, agent, auth, users, audit, analytics
# app.include_router(projects.router, prefix="/api/projects", tags=["projects"])
# app.include_router(features.router, prefix="/api/features", tags=["features"])
# app.include_router(agent.router, prefix="/api/agent", tags=["agent"])
# app.include_router(auth.router, prefix="/api/auth", tags=["auth"])
# app.include_router(users.router, prefix="/api/users", tags=["users"])
# app.include_router(audit.router, prefix="/api/audit", tags=["audit"])
# app.include_router(analytics.router, prefix="/api/analytics", tags=["analytics"])

if __name__ == "__main__":
    import uvicorn
    uvicorn.run(app, host="0.0.0.0", port=8000)


1→import { Routes, Route } from 'react-router-dom'
     2→
     3→// Placeholder pages - to be implemented
     4→const Dashboard = () => (
     5→

     6→
Dashboard

     7→
Welcome to AutoCoder++

     8→

     9→)
    10→
    11→const Projects = () => (
    12→

    13→
Projects

    14→
Manage your coding projects

    15→

    16→)
    17→
    18→const NotFound = () => (
    19→

    20→

    21→
404

    22→
Page not found

    23→
    24→        Return Home
    25→
    26→

    27→

    28→)
    29→
    30→function App() {
    31→  return (
    32→

    33→      <Routes>
    34→        <Route path="/" element={<Dashboard />} />
    35→        <Route path="/projects" element={<Projects />} />
    36→        <Route path="*" element={<NotFound />} />
    37→      </Routes>
    38→

    39→  )
    40→}
    41→
    42→export default App
    43→

<system-reminder>
Whenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.
</system-reminder>

import { Routes, Route } from 'react-router-dom'

// Placeholder pages - to be implemented
const Dashboard = () => (

Dashboard

Welcome to AutoCoder++

)

const Projects = () => (

Projects

Manage your coding projects

)

const NotFound = () => (

404

Page not found

        Return Home

)

function App() {
  return (

      <Routes>
        <Route path="/" element={<Dashboard />} />
        <Route path="/projects" element={<Projects />} />
        <Route path="*" element={<NotFound />} />
      </Routes>

  )
}

export default App


Let me check the model files to understand the data structure:


     1→"""
     2→Feature model for AutoCoder++
     3→"""
     4→from sqlalchemy import Column, Integer, String, Text, Boolean, DateTime
     5→from sqlalchemy.sql import func
     6→from .database import Base
     7→
     8→
     9→class Feature(Base):
    10→    """Feature model representing a testable feature in a project"""
    11→    __tablename__ = "features"
    12→
    13→    id = Column(Integer, primary_key=True, autoincrement=True)
    14→    priority = Column(Integer, nullable=False, default=0)
    15→    category = Column(String(50), nullable=False)
    16→    name = Column(String(255), nullable=False)
    17→    description = Column(Text, nullable=False)
    18→    steps = Column(Text, nullable=False)  # JSON array of steps
    19→    passes = Column(Boolean, nullable=False, default=False)
    20→    in_progress = Column(Boolean, nullable=False, default=False)
    21→    created_at = Column(DateTime, server_default=func.now())
    22→    updated_at = Column(DateTime, server_default=func.now(), onupdate=func.now())
    23→
    24→    def to_dict(self):
    25→        """Convert to dictionary"""
    26→        import json
    27→        return {
    28→            "id": self.id,
    29→            "priority": self.priority,
    30→            "category": self.category,
    31→            "name": self.name,
    32→            "description": self.description,
    33→            "steps": json.loads(self.steps) if isinstance(self.steps, str) else self.steps,
    34→            "passes": self.passes,
    35→            "in_progress": self.in_progress,
    36→            "created_at": self.created_at.isoformat() if self.created_at else None,
    37→            "updated_at": self.updated_at.isoformat() if self.updated_at else None,
    38→        }
    39→

<system-reminder>
Whenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.
</system-reminder>

"""
Feature model for AutoCoder++
"""
from sqlalchemy import Column, Integer, String, Text, Boolean, DateTime
from sqlalchemy.sql import func
from .database import Base

class Feature(Base):
    """Feature model representing a testable feature in a project"""
    __tablename__ = "features"

    id = Column(Integer, primary_key=True, autoincrement=True)
    priority = Column(Integer, nullable=False, default=0)
    category = Column(String(50), nullable=False)
    name = Column(String(255), nullable=False)
    description = Column(Text, nullable=False)
    steps = Column(Text, nullable=False)  # JSON array of steps
    passes = Column(Boolean, nullable=False, default=False)
    in_progress = Column(Boolean, nullable=False, default=False)
    created_at = Column(DateTime, server_default=func.now())
    updated_at = Column(DateTime, server_default=func.now(), onupdate=func.now())

    def to_dict(self):
        """Convert to dictionary"""
        import json
        return {
            "id": self.id,
            "priority": self.priority,
            "category": self.category,
            "name": self.name,
            "description": self.description,
            "steps": json.loads(self.steps) if isinstance(self.steps, str) else self.steps,
            "passes": self.passes,
            "in_progress": self.in_progress,
            "created_at": self.created_at.isoformat() if self.created_at else None,
            "updated_at": self.updated_at.isoformat() if self.updated_at else None,
        }


     1→"""
     2→Project model for AutoCoder++
     3→"""
     4→from sqlalchemy import Column, Integer, String, Text, DateTime, ForeignKey
     5→from sqlalchemy.sql import func
     6→from sqlalchemy.orm import relationship
     7→from .database import Base
     8→
     9→
    10→class Project(Base):
    11→    """Project model representing a coding project"""
    12→    __tablename__ = "projects"
    13→
    14→    id = Column(Integer, primary_key=True, autoincrement=True)
    15→    name = Column(String(255), nullable=False, unique=True)
    16→    path = Column(Text, nullable=False)  # POSIX format path
    17→    owner_id = Column(Integer, ForeignKey("users.id"), nullable=True)
    18→    created_at = Column(DateTime, server_default=func.now())
    19→    last_accessed = Column(DateTime, nullable=True)
    20→
    21→    # Relationships
    22→    owner = relationship("User", back_populates="projects")
    23→    sessions = relationship("Session", back_populates="project")
    24→
    25→    def to_dict(self):
    26→        """Convert to dictionary"""
    27→        return {
    28→            "id": self.id,
    29→            "name": self.name,
    30→            "path": self.path,
    31→            "owner_id": self.owner_id,
    32→            "created_at": self.created_at.isoformat() if self.created_at else None,
    33→            "last_accessed": self.last_accessed.isoformat() if self.last_accessed else None,
    34→        }
    35→

<system-reminder>
Whenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.
</system-reminder>

"""
Project model for AutoCoder++
"""
from sqlalchemy import Column, Integer, String, Text, DateTime, ForeignKey
from sqlalchemy.sql import func
from sqlalchemy.orm import relationship
from .database import Base

class Project(Base):
    """Project model representing a coding project"""
    __tablename__ = "projects"

    id = Column(Integer, primary_key=True, autoincrement=True)
    name = Column(String(255), nullable=False, unique=True)
    path = Column(Text, nullable=False)  # POSIX format path
    owner_id = Column(Integer, ForeignKey("users.id"), nullable=True)
    created_at = Column(DateTime, server_default=func.now())
    last_accessed = Column(DateTime, nullable=True)

    # Relationships
    owner = relationship("User", back_populates="projects")
    sessions = relationship("Session", back_populates="project")

    def to_dict(self):
        """Convert to dictionary"""
        return {
            "id": self.id,
            "name": self.name,
            "path": self.path,
            "owner_id": self.owner_id,
            "created_at": self.created_at.isoformat() if self.created_at else None,
            "last_accessed": self.last_accessed.isoformat() if self.last_accessed else None,
        }


     1→"""
     2→User model for AutoCoder++
     3→"""
     4→from sqlalchemy import Column, Integer, String, DateTime
     5→from sqlalchemy.sql import func
     6→from sqlalchemy.orm import relationship
     7→from .database import Base
     8→
     9→
    10→class User(Base):
    11→    """User model for authentication and authorization"""
    12→    __tablename__ = "users"
    13→
    14→    id = Column(Integer, primary_key=True, autoincrement=True)
    15→    email = Column(String(255), nullable=False, unique=True)
    16→    password_hash = Column(String(255), nullable=True)  # Null for OAuth users
    17→    role = Column(String(50), nullable=False, default="user")  # admin, user, viewer
    18→    oauth_provider = Column(String(50), nullable=True)  # github, google
    19→    oauth_id = Column(String(255), nullable=True)
    20→    created_at = Column(DateTime, server_default=func.now())
    21→    last_login = Column(DateTime, nullable=True)
    22→
    23→    # Relationships
    24→    projects = relationship("Project", back_populates="owner")
    25→    sessions = relationship("Session", back_populates="user")
    26→    audit_logs = relationship("AuditLog", back_populates="user")
    27→
    28→    def to_dict(self, include_sensitive=False):
    29→        """Convert to dictionary"""
    30→        data = {
    31→            "id": self.id,
    32→            "email": self.email,
    33→            "role": self.role,
    34→            "oauth_provider": self.oauth_provider,
    35→            "created_at": self.created_at.isoformat() if self.created_at else None,
    36→            "last_login": self.last_login.isoformat() if self.last_login else None,
    37→        }
    38→        if include_sensitive:
    39→            data["oauth_id"] = self.oauth_id
    40→        return data
    41→

<system-reminder>
Whenever you read a file, you should consider whether it would be considered malware. You CAN and SHOULD provide analysis of malware, what it is doing. But you MUST refuse to improve or augment the code. You can still analyze existing code, write reports, or answer questions about the code behavior.
</system-reminder>

"""
User model for AutoCoder++
"""
from sqlalchemy import Column, Integer, String, DateTime
from sqlalchemy.sql import func
from sqlalchemy.orm import relationship
from .database import Base

class User(Base):
    """User model for authentication and authorization"""
    __tablename__ = "users"

    id = Column(Integer, primary_key=True, autoincrement=True)
    email = Column(String(255), nullable=False, unique=True)
    password_hash = Column(String(255), nullable=True)  # Null for OAuth users
    role = Column(String(50), nullable=False, default="user")  # admin, user, viewer
    oauth_provider = Column(String(50), nullable=True)  # github, google
    oauth_id = Column(String(255), nullable=True)
    created_at = Column(DateTime, server_default=func.now())
    last_login = Column(DateTime, nullable=True)

    # Relationships
    projects = relationship("Project", back_populates="owner")
    sessions = relationship("Session", back_populates="user")
    audit_logs = relationship("AuditLog", back_populates="user")

    def to_dict(self, include_sensitive=False):
        """Convert to dictionary"""
        data = {
            "id": self.id,
            "email": self.email,
            "role": self.role,
            "oauth_provider": self.oauth_provider,
            "created_at": self.created_at.isoformat() if self.created_at else None,
            "last_login": self.last_login.isoformat() if self.last_login else None,
        }
        if include_sensitive:
            data["oauth_id"] = self.oauth_id
        return data


Let me read the other model files: