Add comprehensive planning and agentic coding documentation

Co-authored-by: christianlouis <361235+christianlouis@users.noreply.github.com>
2026-02-06 21:59:48 +00:00
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 # Agentic Coding Guide for DocuElevate
 **Version:** 1.0  
 **Last Updated:** 2026-02-06
 This guide helps AI coding agents work effectively with the DocuElevate codebase. It provides context, conventions, and best practices for autonomous code contributions.
 ---
 ## 🎯 Project Overview
 ### What is DocuElevate?
 DocuElevate is an intelligent document processing system that:
 - Ingests documents from multiple sources (email, web upload, API)
 - Processes documents (OCR, PDF conversion, metadata extraction)
 - Stores documents in various cloud storage providers
 - Uses AI (OpenAI, Azure) for intelligent document classification and metadata extraction
 ### Tech Stack
 ```
 Backend:  FastAPI, SQLAlchemy, Celery, Redis
 Frontend: Jinja2 templates, Tailwind CSS
 AI/ML:    OpenAI API, Azure Document Intelligence
 Storage:  Dropbox, Google Drive, OneDrive, S3, Nextcloud, Paperless-NGX
 Auth:     Authentik (OAuth2), Basic Auth
 Infra:    Docker, Docker Compose, Alembic (migrations)
 ```
 ### Key Directories
 ```
 DocuElevate/
 ├── app/
 │   ├── api/          # REST API endpoints
 │   ├── tasks/        # Celery background tasks
 │   ├── routes/       # Deprecated - being migrated to api/
 │   ├── views/        # UI routes and templates
 │   ├── utils/        # Utility functions
 │   ├── config.py     # Configuration (Pydantic Settings)
 │   ├── database.py   # SQLAlchemy setup
 │   ├── models.py     # Database models
 │   ├── main.py       # FastAPI app initialization
 │   └── auth.py       # Authentication logic
 ├── frontend/
 │   ├── static/       # CSS, JS, images
 │   └── templates/    # Jinja2 HTML templates
 ├── tests/           # Pytest test suite
 ├── docs/            # User documentation
 ├── migrations/      # Alembic database migrations
 └── docker/          # Docker configuration
 ```
 ---
 ## 🤖 Agent Guidelines
 ### Before Making Changes
 1. **Understand the Context**
   - Read relevant documentation in `docs/`
   - Check `TODO.md` for current priorities
   - Review `SECURITY_AUDIT.md` for security considerations
   - Check `ROADMAP.md` for feature direction
 2. **Check Existing Patterns**
   - Look at similar existing code first
   - Follow the established patterns in the codebase
   - Don't introduce new patterns without good reason
 3. **Identify Dependencies**
   - Check if your change affects multiple modules
   - Ensure you understand the Celery task flow
   - Consider impact on database schema
 ### Code Conventions
 #### Python Style
 ```python
 # Use Black formatting (line length: 120)
 # Use type hints
 def process_document(file_path: str, metadata: Dict[str, Any]) -> DocumentMetadata:
    """
    Process a document and extract metadata.
    Args:
        file_path: Absolute path to the document file
        metadata: Additional metadata to include
    Returns:
        DocumentMetadata object with extracted information
    Raises:
        FileNotFoundError: If file doesn't exist
        ProcessingError: If processing fails
    """
    pass
 # Use descriptive variable names
 user_document_path = Path("/workdir/documents/invoice.pdf")
 ocr_result = extract_text_from_pdf(user_document_path)
 # Prefer explicit over implicit
 if storage_provider == "dropbox":
    upload_to_dropbox(file_path, metadata)
 elif storage_provider == "google_drive":
    upload_to_google_drive(file_path, metadata)
 else:
    raise ValueError(f"Unknown storage provider: {storage_provider}")
 ```
 #### Configuration
 ```python
 # Always use settings from config.py
 from app.config import settings
 # Good
 api_key = settings.openai_api_key
 # Bad - never hardcode
 api_key = "sk-abc123..."
 # Check if optional services are configured
 if settings.dropbox_app_key:
    # Dropbox is configured
    upload_to_dropbox()
 ```
 #### Error Handling
 ```python
 # Use appropriate exception types
 from fastapi import HTTPException, status
 # API endpoints should return HTTP errors
@router.get("/files/{file_id}")
 async def get_file(file_id: int):
    file = get_file_from_db(file_id)
    if not file:
        raise HTTPException(
            status_code=status.HTTP_404_NOT_FOUND,
            detail=f"File with ID {file_id} not found"
        )
    return file
 # Tasks should log and handle errors gracefully
@celery_app.task(bind=True, max_retries=3)
 def process_document_task(self, file_path: str):
    try:
        result = process_document(file_path)
        return result
    except TemporaryError as e:
        logger.warning(f"Temporary error processing {file_path}: {e}")
        raise self.retry(exc=e, countdown=60)
    except PermanentError as e:
        logger.error(f"Permanent error processing {file_path}: {e}")
        # Don't retry permanent errors
        return {"error": str(e)}
 ```
 #### Testing
 ```python
 # Mark tests appropriately
@pytest.mark.unit
 def test_hash_file():
    """Unit test for file hashing utility."""
    pass
@pytest.mark.integration
 def test_upload_api_endpoint(client):
    """Integration test for upload API."""
    pass
@pytest.mark.requires_external
@pytest.mark.skip(reason="Requires OpenAI API key")
 def test_openai_metadata_extraction():
    """Test actual OpenAI integration."""
    pass
 # Use fixtures for common setup
 def test_document_processing(sample_pdf_path, db_session):
    """Test uses fixtures from conftest.py"""
    pass
 ```
 ---
 ## 📝 Common Tasks
 ### Adding a New API Endpoint
 1. Create endpoint in `app/api/`:
 ```python
 # app/api/my_feature.py
 from fastapi import APIRouter, HTTPException
 from app.database import get_db
 from app.models import MyModel
 router = APIRouter(prefix="/api/my-feature", tags=["my-feature"])
@router.get("/")
 async def list_items(db=Depends(get_db)):
    """List all items."""
    items = db.query(MyModel).all()
    return items
 ```
 2. Register router in `app/api/__init__.py`:
 ```python
 from app.api import my_feature
 router.include_router(my_feature.router)
 ```
 3. Add tests in `tests/test_api_my_feature.py`
 ### Adding a New Celery Task
 1. Create task in `app/tasks/`:
 ```python
 # app/tasks/my_task.py
 from app.celery_app import celery_app
 import logging
 logger = logging.getLogger(__name__)
@celery_app.task(bind=True, max_retries=3)
 def my_background_task(self, param: str):
    """
    Description of what this task does.
    Args:
        param: Description of parameter
    """
    try:
        logger.info(f"Processing task with param: {param}")
        # Task logic here
        return {"status": "success"}
    except Exception as e:
        logger.error(f"Task failed: {e}")
        raise self.retry(exc=e, countdown=60)
 ```
 2. Import in `app/tasks/__init__.py`
 3. Add tests in `tests/test_tasks.py`
 ### Adding a Database Model
 1. Define model in `app/models.py`:
 ```python
 class MyModel(Base):
    __tablename__ = "my_table"
    id = Column(Integer, primary_key=True, index=True)
    name = Column(String, nullable=False)
    created_at = Column(DateTime, default=datetime.utcnow)
 ```
 2. Create migration:
 ```bash
 cd /path/to/DocuElevate
 alembic revision --autogenerate -m "Add MyModel table"
 alembic upgrade head
 ```
 3. Add model to tests fixtures
 ### Adding a Storage Provider
 1. Create provider module in `app/tasks/storage/`:
 ```python
 # app/tasks/storage/my_provider.py
 from app.config import settings
 import logging
 logger = logging.getLogger(__name__)
 def upload_to_my_provider(file_path: str, metadata: dict) -> str:
    """
    Upload file to My Provider.
    Args:
        file_path: Local path to file
        metadata: Document metadata
    Returns:
        URL or ID of uploaded file
    Raises:
        ProviderError: If upload fails
    """
    if not settings.my_provider_api_key:
        raise ValueError("MY_PROVIDER_API_KEY not configured")
    # Implementation
    pass
 ```
 2. Add configuration to `app/config.py`:
 ```python
 class Settings(BaseSettings):
    # ... existing settings ...
    my_provider_api_key: Optional[str] = None
    my_provider_endpoint: Optional[str] = None
 ```
 3. Add to `.env.demo`:
 ```bash
 # My Provider
 MY_PROVIDER_API_KEY=your_api_key_here
 MY_PROVIDER_ENDPOINT=https://api.myprovider.com
 ```
 4. Add validator in `app/utils/config_validator/`
 5. Add tests with mocked API calls
 ---
 ## 🔒 Security Best Practices
 ### What to NEVER Do
 - ❌ Hardcode API keys, passwords, or secrets
 - ❌ Log sensitive data (passwords, tokens, API keys)
 - ❌ Accept unsanitized user input for file paths
 - ❌ Disable security features without documentation
 - ❌ Commit `.env` files or credentials
 ### What to ALWAYS Do
 - ✅ Use `settings` from `app/config.py` for all configuration
 - ✅ Validate and sanitize all user inputs
 - ✅ Use parameterized database queries (SQLAlchemy handles this)
 - ✅ Check file paths for directory traversal (`Path.resolve()`)
 - ✅ Use appropriate HTTP status codes (401, 403, 404, etc.)
 - ✅ Log security-relevant events
 - ✅ Add rate limiting for sensitive endpoints
 - ✅ Use HTTPS in production (documented in deployment guide)
 ### Input Validation Example
 ```python
 from pathlib import Path
 from fastapi import HTTPException, status
 def validate_file_path(file_path: str, base_dir: str = "/workdir") -> Path:
    """Validate file path is within allowed directory."""
    try:
        path = Path(file_path).resolve()
        base = Path(base_dir).resolve()
        # Ensure path is within base directory
        if not path.is_relative_to(base):
            raise ValueError("Path outside allowed directory")
        return path
    except Exception as e:
        raise HTTPException(
            status_code=status.HTTP_400_BAD_REQUEST,
            detail=f"Invalid file path: {e}"
        )
 ```
 ---
 ## 🧪 Testing Strategy
 ### Test Coverage Goals
 - **Target:** 80% overall coverage
 - **Critical modules:** 90%+ (auth, config, database)
 - **Tasks:** 70%+ (complex to test with external services)
 - **API endpoints:** 85%+
 ### Test Types
 ```python
 # Unit tests - fast, isolated, no external dependencies
@pytest.mark.unit
 def test_hash_file_empty(tmp_path):
    """Test hashing an empty file."""
    file = tmp_path / "empty.txt"
    file.write_text("")
    assert hash_file(str(file)) == "expected_hash"
 # Integration tests - test multiple components together
@pytest.mark.integration
 def test_upload_and_process(client, sample_pdf):
    """Test full upload and processing flow."""
    response = client.post("/api/upload", files={"file": sample_pdf})
    assert response.status_code == 200
 # External service tests - skipped by default
@pytest.mark.requires_external
@pytest.mark.skipif(not os.getenv("OPENAI_API_KEY"), reason="No API key")
 def test_real_openai_extraction():
    """Test actual OpenAI API (skipped in CI)."""
    pass
 ```
 ### Running Tests
 ```bash
 # All tests
 pytest
 # Specific category
 pytest -m unit
 pytest -m integration
 # With coverage
 pytest --cov=app --cov-report=html
 # Specific file
 pytest tests/test_api.py -v
 # Skip external services
 pytest -m "not requires_external"
 ```
 ---
 ## 🚀 Performance Considerations
 ### Async/Await
 - FastAPI endpoints are async by default
 - Use `async def` for I/O-bound operations
 - Use regular `def` for CPU-bound operations
 ```python
 # Good - async for I/O
@router.get("/files")
 async def list_files(db: Session = Depends(get_db)):
    files = db.query(FileRecord).all()
    return files
 # Also good - sync for CPU-heavy
@router.post("/hash")
 def hash_large_file(file: UploadFile):
    return compute_hash(file.file.read())
 ```
 ### Database Queries
 ```python
 # Good - single query with join
 files = db.query(FileRecord).options(
    joinedload(FileRecord.metadata)
 ).filter(FileRecord.user_id == user_id).all()
 # Bad - N+1 queries
 files = db.query(FileRecord).filter(FileRecord.user_id == user_id).all()
 for file in files:
    metadata = file.metadata  # Triggers separate query each time
 ```
 ### Celery Tasks
 ```python
 # Long-running tasks should update progress
@celery_app.task(bind=True)
 def process_large_batch(self, file_ids: List[int]):
    total = len(file_ids)
    for i, file_id in enumerate(file_ids):
        process_file(file_id)
        self.update_state(
            state='PROGRESS',
            meta={'current': i + 1, 'total': total}
        )
 ```
 ---
 ## 📚 Documentation Requirements
 ### Code Documentation
 ```python
 def complex_function(param1: str, param2: int = 10) -> Dict[str, Any]:
    """
    One-line summary of what the function does.
    More detailed explanation if needed. Can span multiple
    lines and include examples.
    Args:
        param1: Description of param1
        param2: Description of param2, defaults to 10
    Returns:
        Dictionary containing:
            - key1: Description
            - key2: Description
    Raises:
        ValueError: If param1 is empty
        FileNotFoundError: If file doesn't exist
    Examples:
        >>> result = complex_function("test", 5)
        >>> print(result['key1'])
        'value'
    """
    pass
 ```
 ### API Documentation
 - Use FastAPI's automatic OpenAPI generation
 - Add descriptions to endpoints
 - Document request/response models
 - Include example requests/responses
 ```python
@router.post(
    "/upload",
    response_model=UploadResponse,
    status_code=status.HTTP_201_CREATED,
    summary="Upload a document",
    description="Upload a document for processing. Supports PDF, images, and Office documents.",
    responses={
        201: {"description": "Document uploaded successfully"},
        400: {"description": "Invalid file format"},
        413: {"description": "File too large"},
    }
 )
 async def upload_document(
    file: UploadFile = File(..., description="Document file to upload"),
    tags: List[str] = Query([], description="Optional tags for the document"),
 ):
    """Upload endpoint implementation."""
    pass
 ```
 ---
 ## 🐛 Debugging
 ### Logging
 ```python
 import logging
 logger = logging.getLogger(__name__)
 # Use appropriate log levels
 logger.debug("Detailed information for debugging")
 logger.info("General information about operation")
 logger.warning("Warning about potential issue")
 logger.error("Error that needs attention")
 logger.critical("Critical error that needs immediate attention")
 # Include context in logs
 logger.info(f"Processing document: {file_id}, user: {user_id}")
 # Don't log sensitive data
 logger.info(f"User authenticated")  # Good
 logger.info(f"Password: {password}")  # BAD!
 ```
 ### Common Issues
 1. **Import Errors**
   - Check if module is in `__init__.py`
   - Verify Python path includes project root
   - Look for circular imports
 2. **Database Issues**
   - Check if migrations are up to date: `alembic upgrade head`
   - Verify DATABASE_URL is set correctly
   - Check if tables exist: `sqlite3 app/database.db .schema`
 3. **Celery Issues**
   - Verify Redis is running: `redis-cli ping`
   - Check Celery worker logs
   - Ensure tasks are imported in `celery_worker.py`
 4. **Test Failures**
   - Check if test database is clean (use fixtures)
   - Verify environment variables are set in `conftest.py`
   - Run single test to isolate issue: `pytest tests/test_file.py::test_name -v`
 ---
 ## 🔄 Git Workflow
 ### Branch Names
 - `feature/description` - New features
 - `bugfix/description` - Bug fixes
 - `hotfix/description` - Urgent production fixes
 - `refactor/description` - Code refactoring
 - `docs/description` - Documentation updates
 ### Commit Messages
 ```
 type(scope): Short description (max 72 chars)
 Longer description if needed. Explain:
 - What changed
 - Why it changed
 - Any breaking changes
 Fixes #123
 ```
 Types: `feat`, `fix`, `docs`, `style`, `refactor`, `test`, `chore`
 ### Pull Requests
 1. Create PR with descriptive title
 2. Fill out PR template
 3. Link related issues
 4. Ensure CI passes
 5. Request reviews
 6. Address feedback
 7. Squash merge when approved
 ---
 ## ✅ Pre-commit Checklist
 Before submitting code:
 - [ ] Code follows style guide (Black formatted)
 - [ ] All tests pass (`pytest`)
 - [ ] New code has tests
 - [ ] Coverage doesn't decrease
 - [ ] Documentation updated if needed
 - [ ] No secrets or credentials in code
 - [ ] Linting passes (`flake8`, `pylint`)
 - [ ] Type hints added (`mypy` clean)
 - [ ] CHANGELOG.md updated (if user-facing)
 - [ ] Security scan passed (`bandit`)
 Run full check:
 ```bash
 pytest --cov=app
 black app/ tests/
 flake8 app/ --max-line-length=120
 mypy app/
 bandit -r app/
 ```
 ---
 ## 🤝 Agent Collaboration
 ### When to Ask for Help
 - Breaking changes needed
 - Unsure about architecture decision
 - Security implications unclear
 - Performance impact unknown
 - Tests consistently failing
 ### How to Document Changes
 1. Update relevant documentation
 2. Add comments for complex logic
 3. Update TODO.md if introducing tech debt
 4. Note breaking changes in commit message
 5. Update API documentation if endpoints changed
 ---
 ## 📞 Resources
 - **Main README:** [README.md](README.md)
 - **API Docs:** http://localhost:8000/docs (when running)
 - **User Guide:** [docs/UserGuide.md](docs/UserGuide.md)
 - **Deployment:** [docs/DeploymentGuide.md](docs/DeploymentGuide.md)
 - **Troubleshooting:** [docs/Troubleshooting.md](docs/Troubleshooting.md)
 - **GitHub Issues:** Track bugs and features
 - **GitHub Discussions:** Questions and community
 ---
 *This guide is a living document. Improvements welcome via PR!*
@@ -78,3 +78,52 @@ isort .
 ## Project Structure
 ```
 DocuElevate/
 ├── app/               # Main application code
 │   ├── api/          # REST API endpoints (organized by feature)
 │   ├── tasks/        # Celery background tasks
 │   ├── views/        # UI routes and template rendering
 │   ├── utils/        # Utility functions and helpers
 │   ├── config.py     # Configuration management (Pydantic)
 │   ├── database.py   # Database setup and session management
 │   ├── models.py     # SQLAlchemy models
 │   ├── main.py       # FastAPI app initialization
 │   └── auth.py       # Authentication logic
 ├── frontend/         # Frontend assets
 │   ├── static/       # CSS, JavaScript, images
 │   └── templates/    # Jinja2 HTML templates
 ├── tests/            # Test suite
 ├── docs/             # User and developer documentation
 ├── migrations/       # Alembic database migrations
 └── docker/           # Docker configuration files
 ```
 ## 📚 Additional Resources
 ### Documentation
 - **[AGENTIC_CODING.md](AGENTIC_CODING.md)** - Comprehensive guide for AI agents and developers
 - **[README.md](README.md)** - Project overview and quickstart
 - **[ROADMAP.md](ROADMAP.md)** - Future features and long-term vision
 - **[MILESTONES.md](MILESTONES.md)** - Release planning and versioning
 - **[TODO.md](TODO.md)** - Current tasks and priorities
 - **[SECURITY.md](SECURITY.md)** - Security policy
 - **[SECURITY_AUDIT.md](SECURITY_AUDIT.md)** - Security findings and improvements
 ### Testing
 - All new features must include tests
 - Aim for 80% code coverage
 - See [AGENTIC_CODING.md#testing-strategy](AGENTIC_CODING.md#testing-strategy) for detailed testing guidelines
 ### Security
 - Never commit secrets or credentials
 - Follow guidelines in [SECURITY_AUDIT.md](SECURITY_AUDIT.md)
 - Report security issues per [SECURITY.md](SECURITY.md)
 ## 🤝 Getting Help
 - **GitHub Issues:** Bug reports and feature requests
 - **GitHub Discussions:** Questions and community support
 - **Documentation:** Check `docs/` directory for guides
 Thank you for contributing to DocuElevate!
@@ -0,0 +1,341 @@
 # DocuElevate Milestones
 **Last Updated:** 2026-02-06
 This document outlines the release milestones, versioning strategy, and detailed feature breakdown for DocuElevate.
 ## Versioning Strategy
 DocuElevate follows [Semantic Versioning 2.0.0](https://semver.org/):
 - **MAJOR.MINOR.PATCH** (e.g., 1.2.3)
 - **MAJOR:** Breaking changes or major architectural shifts
 - **MINOR:** New features, backward-compatible
 - **PATCH:** Bug fixes, security patches, backward-compatible
 ### Release Cadence
 - **Patch releases:** As needed for critical bugs/security
 - **Minor releases:** Every 6-8 weeks
 - **Major releases:** Every 12-18 months
 ---
 ## Current Release: v0.3.2 (February 2026)
 ### Status: Stable
 - Production-ready document processing
 - Multi-provider storage support
 - Basic web UI and REST API
 - OAuth2 authentication
 ---
 ## Upcoming Milestones
 ### v0.3.3 - Security & Testing Hardening (February 2026)
 **Target Date:** February 15, 2026  
 **Status:** 🚧 In Progress  
 **Theme:** Security, Quality, Testing
 #### Goals
 - [x] Fix critical security vulnerabilities (authlib, starlette)
 - [x] Implement comprehensive test suite
 - [x] Add security scanning (CodeQL, Bandit)
 - [x] Improve CI/CD pipeline
 - [ ] Achieve 60% test coverage
 - [ ] Add pre-commit hooks
 - [ ] Update all dependencies to latest secure versions
 #### Deliverables
 - [x] SECURITY_AUDIT.md documentation
 - [x] pytest configuration and fixtures
 - [x] API integration tests
 - [x] Configuration validation tests
 - [ ] Task processing tests
 - [ ] Storage provider integration tests
 - [x] Updated CI/CD workflows
 - [ ] Security best practices guide
 #### Breaking Changes
 - None
 ---
 ### v0.4.0 - Enhanced Search & UI Improvements (April 2026)
 **Target Date:** April 1, 2026  
 **Status:** 📋 Planned  
 **Theme:** User Experience, Search, Performance
 #### Goals
 - Implement full-text search across documents
 - Responsive mobile interface
 - Dark mode support
 - Document preview in browser
 - Performance optimizations
 - Improved error handling and user feedback
 #### Deliverables
 - Full-text search API and UI
 - Advanced filtering capabilities
 - Responsive CSS framework integration
 - Dark mode toggle
 - In-browser document viewer
 - Loading states and progress indicators
 - Performance benchmarks
 - Mobile-optimized interface
 #### Breaking Changes
 - API response format changes for search endpoints (documented)
 #### Migration Path
 - Search endpoint changes will be versioned (/api/v1/search → /api/v2/search)
 - Old endpoints deprecated but functional for 2 releases
 ---
 ### v0.4.5 - Workflow Automation (June 2026)
 **Target Date:** June 1, 2026  
 **Status:** 📋 Planned  
 **Theme:** Automation, Integration, Webhooks
 #### Goals
 - Custom processing pipelines
 - Conditional routing based on document type
 - Webhook support for external integrations
 - Rule-based classification
 - Scheduled batch processing
 #### Deliverables
 - Pipeline configuration UI
 - Webhook management interface
 - Rule engine for document routing
 - Batch processing scheduler
 - Integration examples and templates
 - Webhook payload documentation
 #### Breaking Changes
 - None
 ---
 ### v0.5.0 - Advanced AI & Multi-language (August 2026)
 **Target Date:** August 1, 2026  
 **Status:** 📋 Planned  
 **Theme:** AI Enhancement, Internationalization
 #### Goals
 - Custom AI model support
 - Multi-language OCR
 - Document similarity detection
 - Duplicate detection
 - UI internationalization (i18n)
 - API localization
 #### Deliverables
 - Custom model integration API
 - Multi-language OCR configuration
 - Similarity algorithm implementation
 - Duplicate detection service
 - Translation framework (10+ languages)
 - Localized documentation
 #### Breaking Changes
 - Configuration file format changes (auto-migration script provided)
 ---
 ### v1.0.0 - Enterprise Edition (November 2026)
 **Target Date:** November 1, 2026  
 **Status:** 📋 Planned  
 **Theme:** Enterprise Features, Scalability, Multi-tenancy
 This is our first major release, marking production-ready enterprise capabilities.
 #### Goals
 - Multi-tenancy and organization management
 - Role-based access control (RBAC)
 - Horizontal scaling support
 - Comprehensive audit logging
 - SLA monitoring and alerting
 - Professional support offerings
 #### Deliverables
 - **Multi-tenancy**
  - Organization/team management UI
  - Per-tenant configuration and branding
  - Resource quotas and billing integration
  - Tenant isolation at database level
 - **Access Control**
  - RBAC with customizable roles
  - Permission management UI
  - API key management per organization
  - SSO integration (SAML, LDAP)
 - **Scalability**
  - Horizontal scaling documentation
  - Load balancer configuration
  - Distributed caching
  - Database replication support
  - Message queue clustering
 - **Observability**
  - Comprehensive audit logs
  - Prometheus metrics export
  - Grafana dashboards
  - APM integration (New Relic, DataDog)
  - SLA monitoring
 - **Documentation**
  - Enterprise deployment guide
  - High availability setup
  - Disaster recovery procedures
  - Security compliance guide
  - Professional services offerings
 #### Breaking Changes
 - Database schema migration (automatic with Alembic)
 - Configuration file restructure (migration tool provided)
 - API v1 deprecated (v2 required for new features)
 #### Migration Path
 - Detailed migration guide provided
 - Automated migration scripts
 - Rollback procedures documented
 - Migration support via GitHub Discussions
 ---
 ### v1.1.0 - Collaboration & Analytics (January 2027)
 **Target Date:** January 15, 2027  
 **Status:** 📋 Planned  
 **Theme:** Collaboration, Reporting, Analytics
 #### Goals
 - Document sharing with expiring links
 - Comments and annotations
 - Version history
 - Analytics dashboard
 - Cost analysis
 - Export reports
 #### Deliverables
 - Sharing interface with permissions
 - Comment system with threading
 - Version control and diff viewer
 - Analytics dashboard with charts
 - Cost breakdown by provider
 - Report generation (PDF, CSV, Excel)
 - User activity tracking
 #### Breaking Changes
 - None
 ---
 ### v2.0.0 - On-Premise AI & Platform Expansion (Q3 2027)
 **Target Date:** Q3 2027  
 **Status:** 🔮 Future  
 **Theme:** Self-hosting, Privacy, Platform Diversity
 #### Goals
 - Self-hosted AI models (no cloud dependencies)
 - Local LLM integration
 - Desktop and mobile applications
 - Offline-first capabilities
 - Enhanced privacy features
 - Plugin marketplace
 #### Deliverables
 - Tesseract/EasyOCR integration
 - Ollama/LLaMA support
 - Desktop app (Windows, Mac, Linux)
 - Mobile apps (iOS, Android)
 - Browser extensions (Chrome, Firefox)
 - Plugin SDK and marketplace
 - Offline mode
 #### Breaking Changes
 - Major API restructure (v3)
 - New authentication system
 - Configuration format change
 - Minimum Python version: 3.12
 ---
 ## Release Process
 ### Pre-release Checklist
 - [ ] All tests passing
 - [ ] Security scan passed
 - [ ] Code review completed
 - [ ] Documentation updated
 - [ ] CHANGELOG.md updated
 - [ ] Migration guide (if breaking changes)
 - [ ] Release notes drafted
 - [ ] Version numbers bumped
 - [ ] Docker images built and tested
 ### Release Artifacts
 - Source code (GitHub)
 - Docker images (Docker Hub)
 - PyPI package (future)
 - Helm charts (future)
 - Documentation site update
 ### Post-release
 - [ ] GitHub release created
 - [ ] Blog post published
 - [ ] Social media announcement
 - [ ] Community notification
 - [ ] Support documentation updated
 - [ ] Monitor for critical issues
 ---
 ## Version History
 | Version | Release Date | Theme | Status |
 |---------|-------------|-------|--------|
 | v0.1.0 | 2024-Q1 | Initial Release | Released |
 | v0.2.0 | 2024-Q3 | Multi-provider Support | Released |
 | v0.3.0 | 2025-Q4 | UI & Authentication | Released |
 | v0.3.2 | 2026-02 | Current Stable | Released |
 | v0.3.3 | 2026-02 | Security & Testing | In Progress |
 | v0.4.0 | 2026-04 | Search & UX | Planned |
 | v0.5.0 | 2026-08 | Advanced AI | Planned |
 | v1.0.0 | 2026-11 | Enterprise | Planned |
 | v2.0.0 | 2027-Q3 | Platform Expansion | Future |
 ---
 ## Support & EOL Policy
 ### Active Support
 - Current stable release: Full support (bug fixes, security patches, features)
 - Previous minor release: Security patches only
 - Older versions: Community support only
 ### End of Life (EOL)
 - Minor versions: EOL when 2 newer minor versions released
 - Major versions: EOL 18 months after next major version
 ### Security Patches
 - Critical vulnerabilities: Patched within 48 hours
 - High severity: Patched within 1 week
 - Medium/Low: Included in next regular release
 ---
 ## Contributing to Milestones
 Want to contribute to a specific milestone?
 1. Check the [GitHub Projects](https://github.com/christianlouis/DocuElevate/projects) board
 2. Look for issues tagged with milestone labels
 3. Read [CONTRIBUTING.md](CONTRIBUTING.md)
 4. Comment on the issue you'd like to work on
 5. Submit a PR linked to the issue
 ---
 *This milestone document is updated regularly. For real-time status, check our [GitHub Projects](https://github.com/christianlouis/DocuElevate/projects) board.*
@@ -0,0 +1,213 @@
 # DocuElevate Roadmap
 **Last Updated:** 2026-02-06  
 **Version:** 1.0
 ## Vision
 DocuElevate aims to be the premier open-source intelligent document processing platform, providing seamless integration with cloud storage providers, advanced AI-powered metadata extraction, and enterprise-grade security and scalability.
 ## Current Status (v0.3.2)
 ### Core Features ✅
 - Multi-provider document storage (Dropbox, Google Drive, OneDrive, Nextcloud, S3, etc.)
 - IMAP email integration for document ingestion
 - OCR processing via Azure Document Intelligence
 - AI-powered metadata extraction via OpenAI
 - PDF conversion via Gotenberg
 - Web UI for document upload and management
 - REST API with OpenAPI documentation
 - Celery-based async task processing
 - OAuth2 authentication via Authentik
 ## Short-term Goals (Q1-Q2 2026) - v0.4.x to v0.5.x
 ### Quality & Stability 🎯
 - **Test Coverage** (High Priority)
  - [ ] Achieve 80% code coverage for core modules
  - [ ] Add integration tests for all storage providers
  - [ ] Add end-to-end workflow tests
  - [ ] Performance benchmarks and load testing
 - **Code Quality** (High Priority)
  - [ ] Enable strict linting in CI/CD
  - [ ] Refactor large modules for better maintainability
  - [ ] Add comprehensive type hints
  - [ ] Improve error handling and user feedback
 - **Security** (Critical Priority)
  - [x] Fix known vulnerabilities in dependencies
  - [ ] Implement rate limiting on API endpoints
  - [ ] Add CSRF protection
  - [ ] Security audit by external party
  - [ ] Implement API key rotation
  - [ ] Add audit logging for sensitive operations
 ### Features - v0.4.0
 - **Enhanced Search & Filtering**
  - [ ] Full-text search across documents
  - [ ] Advanced filtering by metadata, tags, date ranges
  - [ ] Saved search queries
  - [ ] Bulk operations on search results
 - **Improved UI/UX**
  - [ ] Responsive mobile interface
  - [ ] Dark mode support
  - [ ] Document preview in browser
  - [ ] Drag-and-drop file upload
  - [ ] Progress indicators for long-running tasks
  - [ ] Real-time notifications via WebSocket
 ### Features - v0.5.0
 - **Workflow Automation**
  - [ ] Custom processing pipelines
  - [ ] Conditional routing based on document type
  - [ ] Scheduled batch processing
  - [ ] Webhook support for external integrations
  - [ ] Rule-based document classification
 - **Advanced AI Features**
  - [ ] Custom AI models for specialized document types
  - [ ] Multi-language OCR support
  - [ ] Document similarity detection
  - [ ] Automatic duplicate detection
  - [ ] Intelligent document splitting
 ## Medium-term Goals (Q3-Q4 2026) - v1.0.x
 ### Enterprise Features - v1.0.0
 - **Multi-tenancy**
  - [ ] Organization/team management
  - [ ] Role-based access control (RBAC)
  - [ ] Per-tenant configuration
  - [ ] Resource quotas and limits
  - [ ] Audit logs per organization
 - **Scalability**
  - [ ] Horizontal scaling support
  - [ ] Distributed task processing
  - [ ] Caching layer (Redis/Memcached)
  - [ ] Database connection pooling
  - [ ] Message queue optimization
 - **Advanced Integrations**
  - [ ] Microsoft SharePoint integration
  - [ ] Slack/Teams bot integration
  - [ ] Zapier/Make.com integration
  - [ ] Custom webhook receivers
  - [ ] GraphQL API
 ### Features - v1.1.0
 - **Collaboration**
  - [ ] Document sharing with expiring links
  - [ ] Comments and annotations
  - [ ] Version history and rollback
  - [ ] Real-time collaborative editing metadata
  - [ ] Activity feed
 - **Reporting & Analytics**
  - [ ] Processing statistics dashboard
  - [ ] Storage usage analytics
  - [ ] AI confidence scores and accuracy tracking
  - [ ] Cost analysis per provider
  - [ ] Export reports (PDF, CSV, Excel)
 ## Long-term Goals (2027+) - v2.0+
 ### Strategic Initiatives
 - **On-Premise AI Models**
  - [ ] Self-hosted OCR (Tesseract, EasyOCR)
  - [ ] Local LLM integration (Ollama, LLaMA)
  - [ ] GPU acceleration support
  - [ ] Model fine-tuning interface
  - [ ] Hybrid cloud/on-premise processing
 - **Advanced Document Management**
  - [ ] Document lifecycle management
  - [ ] Retention policies and auto-deletion
  - [ ] Compliance templates (GDPR, HIPAA, SOC2)
  - [ ] Digital signature support
  - [ ] Encryption at rest and in transit
 - **Platform Expansion**
  - [ ] Desktop applications (Electron)
  - [ ] Mobile apps (iOS/Android)
  - [ ] Browser extensions
  - [ ] Command-line interface (CLI)
  - [ ] VS Code extension for developers
 ### Research & Innovation
 - [ ] Machine learning for custom document types
 - [ ] Blockchain for document provenance
 - [ ] Federated learning for privacy-preserving AI
 - [ ] Edge computing support
 - [ ] Quantum-resistant encryption
 ## Community & Ecosystem
 ### Developer Experience
 - [ ] Plugin system for custom processors
 - [ ] Marketplace for extensions
 - [ ] SDK for multiple languages (Python, JavaScript, Go)
 - [ ] Template library for common workflows
 - [ ] Video tutorials and courses
 ### Documentation
 - [x] User guide
 - [x] API documentation
 - [x] Deployment guide
 - [ ] Architecture deep-dive
 - [ ] Contributing guide enhancements
 - [ ] Video walkthroughs
 - [ ] Internationalization (i18n) of docs
 ### Community Building
 - [ ] Regular community calls
 - [ ] Bug bounty program
 - [ ] Ambassador program
 - [ ] Annual conference/meetup
 - [ ] Certification program
 ## Technology Debt
 ### Refactoring Needed
 - [ ] Migrate from PyPDF2 to pypdf (modern fork)
 - [ ] Standardize error handling across modules
 - [ ] Consolidate configuration management
 - [ ] Optimize database queries
 - [ ] Reduce code duplication in storage providers
 ### Performance Optimization
 - [ ] Profile and optimize hot paths
 - [ ] Implement lazy loading for UI
 - [ ] Add CDN for static assets
 - [ ] Optimize Docker image size
 - [ ] Database indexing strategy
 ## Deprecation Notice
 ### Planned Deprecations
 - None currently planned
 ### Migration Guides
 - Will be provided for any breaking changes
 ## How to Contribute
 See [CONTRIBUTING.md](CONTRIBUTING.md) for detailed guidelines. Roadmap items are open for discussion and contributions!
 ### Priority Labels
 - 🔴 Critical - Security, data loss, or major bugs
 - 🟠 High - Important features or significant improvements
 - 🟡 Medium - Nice-to-have features or minor improvements
 - 🟢 Low - Future considerations or research items
 ## Feedback & Requests
 - **GitHub Issues:** Feature requests and bug reports
 - **GitHub Discussions:** General questions and ideas
 - **Email:** [Maintainer contact from repository]
 ---
 *This roadmap is a living document and may change based on community feedback, technical constraints, and strategic priorities.*
@@ -0,0 +1,266 @@
 # DocuElevate TODO List
 **Last Updated:** 2026-02-06  
 **Current Version:** v0.3.2
 This document tracks actionable tasks for the current development cycle. For long-term planning, see [ROADMAP.md](ROADMAP.md) and [MILESTONES.md](MILESTONES.md).
 ---
 ## 🔴 Critical Priority (This Week)
 ### Security
 - [x] Fix authlib vulnerability (upgrade to 1.6.5+)
 - [x] Fix starlette DoS vulnerability (upgrade to 0.49.1+)
 - [x] Improve SESSION_SECRET validation
 - [ ] Run security audit with Bandit
 - [ ] Review all direct file path operations for path traversal vulnerabilities
 - [ ] Add rate limiting middleware to API endpoints
 - [ ] Implement CSRF token for state-changing operations
 ### Testing
 - [x] Set up pytest infrastructure
 - [x] Create test fixtures and conftest.py
 - [x] Add basic API integration tests
 - [x] Add configuration validation tests
 - [ ] Add tests for file upload functionality
 - [ ] Add tests for OCR processing (mocked)
 - [ ] Add tests for metadata extraction (mocked)
 - [ ] Add tests for storage provider integrations (mocked)
 - [ ] Achieve 60% code coverage
 ---
 ## 🟠 High Priority (This Sprint - 2 Weeks)
 ### Code Quality
 - [ ] Fix all critical Flake8 violations
 - [ ] Run Black formatter on entire codebase
 - [ ] Add type hints to core modules (config.py, database.py, models.py)
 - [ ] Refactor large functions in tasks/ directory
 - [ ] Add docstrings to all public functions and classes
 - [ ] Remove unused imports and dead code
 ### CI/CD
 - [x] Enable tests in GitHub Actions
 - [x] Add coverage reporting
 - [x] Add CodeQL scanning
 - [ ] Add dependency scanning (Dependabot or similar)
 - [ ] Make linting checks blocking (once critical issues fixed)
 - [ ] Add build status badges to README.md
 ### Documentation
 - [x] Create ROADMAP.md
 - [x] Create MILESTONES.md
 - [x] Create TODO.md
 - [x] Create SECURITY_AUDIT.md
 - [ ] Create AGENTIC_CODING.md
 - [ ] Update CONTRIBUTING.md with testing guidelines
 - [ ] Add architecture diagram to docs/
 - [ ] Document all environment variables in docs/ConfigurationGuide.md
 - [ ] Add troubleshooting section for common test failures
 ---
 ## 🟡 Medium Priority (Next Month)
 ### Features
 - [ ] Implement retry logic for failed Celery tasks
 - [ ] Add pagination to file list endpoint
 - [ ] Add bulk delete functionality
 - [ ] Implement file download endpoint
 - [ ] Add document preview functionality
 - [ ] Add search/filter functionality to UI
 - [ ] Implement notification system for task completion
 - [ ] Add support for configuring custom metadata fields
 ### Refactoring
 - [ ] Consolidate storage provider code (reduce duplication)
 - [ ] Create base class for storage providers
 - [ ] Standardize error responses across all API endpoints
 - [ ] Move hardcoded strings to constants
 - [ ] Extract common validation logic into utilities
 - [ ] Optimize database queries (add indexes)
 - [ ] Reduce Docker image size
 ### Testing
 - [ ] Add end-to-end tests for complete workflows
 - [ ] Add performance tests for large file processing
 - [ ] Add tests for edge cases (empty files, corrupted PDFs, etc.)
 - [ ] Add stress tests for concurrent uploads
 - [ ] Set up test data fixtures
 - [ ] Add mock servers for external APIs
 ---
 ## 🟢 Low Priority (Backlog)
 ### Features
 - [ ] Add file versioning support
 - [ ] Implement document tagging system
 - [ ] Add custom metadata templates
 - [ ] Support for additional storage providers (Box, Mega, etc.)
 - [ ] Add support for zip file uploads
 - [ ] Implement folder organization
 - [ ] Add audit log viewer in UI
 - [ ] Support for scheduled document processing
 ### UI/UX
 - [ ] Improve mobile responsiveness
 - [ ] Add dark mode
 - [ ] Add loading spinners for async operations
 - [ ] Improve error messages for users
 - [ ] Add drag-and-drop file upload
 - [ ] Add file type icons
 - [ ] Implement toast notifications
 - [ ] Add keyboard shortcuts
 ### Developer Experience
 - [ ] Create development Docker Compose setup
 - [ ] Add hot-reload for development
 - [ ] Create seed data script for testing
 - [ ] Add debug toolbar for FastAPI
 - [ ] Create CLI tool for common operations
 - [ ] Add profiling tools
 - [ ] Create contributor onboarding guide
 ---
 ## 🐛 Known Bugs
 ### High Priority
 - [ ] Investigate session timeout issues with Authentik
 - [ ] Fix intermittent Redis connection failures
 - [ ] Handle large file uploads (>100MB) gracefully
 - [ ] Fix timezone handling in task scheduling
 ### Medium Priority
 - [ ] PDF rotation not persisting in some cases
 - [ ] Metadata extraction fails for non-English documents
 - [ ] UI refresh needed after file upload
 - [ ] Error messages not showing in UI sometimes
 ### Low Priority
 - [ ] Static files caching issues in production
 - [ ] Minor CSS alignment issues on some browsers
 - [ ] Log files growing too large over time
 ---
 ## 📚 Documentation Tasks
 ### User Documentation
 - [ ] Create video tutorial for basic usage
 - [ ] Add screenshots to all documentation pages
 - [ ] Create FAQ document
 - [ ] Write integration guides for each storage provider
 - [ ] Create quickstart guide (5 minutes to first document)
 - [ ] Document all API endpoints with examples
 - [ ] Add Postman collection
 ### Developer Documentation
 - [ ] Document project architecture
 - [ ] Create database schema diagram
 - [ ] Document Celery task flow
 - [ ] Add code comments for complex logic
 - [ ] Create API versioning strategy document
 - [ ] Document testing strategy
 - [ ] Add examples for extending the system
 ---
 ## 🔧 Technical Debt
 ### Refactoring Needed
 - [ ] Replace PyPDF2 with pypdf (modern maintained fork)
 - [ ] Migrate from string-based task names to explicit imports in Celery
 - [ ] Standardize logging format across all modules
 - [ ] Remove duplicated configuration loading code
 - [ ] Consolidate error handling patterns
 - [ ] Extract magic numbers into constants
 - [ ] Improve variable naming in legacy code sections
 ### Performance Optimization
 - [ ] Profile slow API endpoints
 - [ ] Optimize database queries (N+1 problem in file list)
 - [ ] Implement caching for frequently accessed data
 - [ ] Lazy-load heavy dependencies
 - [ ] Optimize Docker image layers
 - [ ] Reduce memory usage in OCR processing
 - [ ] Add database connection pooling
 ---
 ## 📦 Dependencies to Update
 ### Security Updates
 - [x] authlib → 1.6.5+
 - [x] starlette → 0.49.1+
 - [ ] Review all dependencies for known vulnerabilities
 - [ ] Update pinned versions in requirements.txt
 ### Regular Updates
 - [ ] fastapi → latest stable
 - [ ] celery → latest stable
 - [ ] sqlalchemy → latest stable
 - [ ] pydantic → latest stable (check for breaking changes)
 - [ ] Check all dependencies for major version updates
 ---
 ## ✅ Completed (Recent)
 ### 2026-02-06
 - [x] Created comprehensive test infrastructure
 - [x] Fixed critical security vulnerabilities
 - [x] Added security scanning workflows
 - [x] Created ROADMAP.md and MILESTONES.md
 - [x] Enhanced .gitignore for security
 - [x] Improved SESSION_SECRET handling
 - [x] Created SECURITY_AUDIT.md
 - [x] Set up pytest with coverage
 - [x] Added API and configuration tests
 - [x] Updated CI/CD workflows
 - [x] Added pre-commit hooks configuration
 - [x] Created TODO.md (this file)
 ---
 ## 📋 How to Use This TODO
 ### For Contributors
 1. Pick a task from the appropriate priority section
 2. Check if there's a related GitHub issue; if not, create one
 3. Assign yourself to the issue
 4. Move task to "In Progress" (add your name)
 5. Submit PR when complete
 6. Move task to "Completed" section with date
 ### For Maintainers
 - Review and update priorities weekly
 - Add new tasks as they're identified
 - Archive completed tasks monthly
 - Link tasks to GitHub issues/PRs
 - Update status in standups/meetings
 ### Task Status Notation
 - `[ ]` - Not started
 - `[~]` - In progress (add contributor name: `[~@username]`)
 - `[x]` - Completed
 - `[!]` - Blocked (add reason in note)
 ---
 ## 🔗 Related Documents
 - [ROADMAP.md](ROADMAP.md) - Long-term vision and features
 - [MILESTONES.md](MILESTONES.md) - Release planning and versions
 - [CONTRIBUTING.md](CONTRIBUTING.md) - Contribution guidelines
 - [SECURITY.md](SECURITY.md) - Security policy
 - [SECURITY_AUDIT.md](SECURITY_AUDIT.md) - Security audit results
 - [GitHub Issues](https://github.com/christianlouis/DocuElevate/issues) - Bug reports and feature requests
 - [GitHub Projects](https://github.com/christianlouis/DocuElevate/projects) - Sprint boards
 ---
 *This TODO list is reviewed and updated regularly. Last review: 2026-02-06*