Offline-First Sync Protocol
Core Responsibilities
1. Encrypted Local Storage
User-Controlled Encryption
- All data encrypted with user-controlled keys
- SQLite database with encryption at rest
- Keys never stored in plain text
- User can export encrypted backups
Key Features:
- Fernet encryption for secure storage
- Automatic timestamp tracking
- Efficient query performance
- Export/import capabilities
Reference: encryption.md for complete implementation
2. Conflict Resolution
Intelligent Conflict Resolution
- Multiple resolution strategies (timestamp, priority, merge)
- Automatic conflict type detection
- User choice for critical conflicts
- Merge-compatible data structures
Resolution Strategies:
- Timestamp: Most recent change wins
- Priority: Higher priority data wins
- Merge: Recursively merge compatible structures
- User Choice: Explicit user decision
Reference: conflict-resolution.md for strategies and algorithms
3. Incremental Sync
Delta-Based Synchronization
- Only sync changed data (delta sync)
- Tracks sync state across sessions
- Handles batch operations efficiently
- Automatic retry on failure
Sync Components:
- Local change detection
- Remote change application
- State persistence
- Conflict handling
Reference: incremental-sync.md for sync logic and state management
4. Privacy-First Architecture
Zero-Knowledge Sync
- Explicit user permission for all data sharing
- Anonymization of sensitive fields
- End-to-end encryption
- Purpose-limited data usage
Privacy Principles:
- Data minimization
- Explicit consent
- Encryption everywhere
- Zero-knowledge design
Reference: privacy-first.md for anonymization and permission models
Implementation Patterns
Pattern 1: Offline-First App Storage
# Initialize encrypted storage
store = EncryptedLocalStore(
db_path="./app_data.db",
user_key=user_provided_key
)
# Store data (automatically encrypted)
store.store("user_preferences", {
"theme": "dark",
"language": "en",
"model_preferences": {"quality": "high"}
})
# Data encrypted with user's key, never leaves device unencrypted
Pattern 2: Conflict-Aware Sync
# Configure incremental sync
sync_manager = IncrementalSync(local_store=store)
# Prepare and send sync package
sync_package = sync_manager.prepare_sync_package()
server_response = sync_to_server(sync_package)
# Apply remote changes with automatic conflict resolution
applied, conflicts = sync_manager.apply_remote_changes(
server_response['changes']
)
# Conflicts automatically resolved, user notified if needed
Pattern 3: Privacy-Preserving Sync
# Request explicit permission
if privacy_sync.request_sync_permission(
data_type="model_usage_stats",
purpose="improve_model_quality"
):
# Sync only anonymized data
privacy_sync.sync_with_privacy(
data=usage_stats,
destination="model_improvement_server"
)
Sync States
The system operates through clear state transitions:
- Offline: All changes stored locally
- Syncing: In progress with remote server
- Conflict: Conflicts detected, awaiting resolution
- Up-to-Date: Synchronized successfully
- Error: Sync failed, will retry
State Management: sync-states.md for state machine and transitions
Quality Gates
✓ All data encrypted with user-controlled keys ✓ No raw sensitive data transmitted ✓ Conflicts detected and resolved within 24 hours ✓ Sync completes within 30 seconds on stable connection ✓ Offline mode fully functional for 30+ days ✓ User can export/import their encrypted data ✓ Explicit permission for all data sharing ✓ Privacy-preserving sync patterns enforced
Files Generated
encrypted_storage.py: User-key encrypted local databaseconflict_resolution.py: Intelligent conflict resolution strategiesincremental_sync.py: Delta-based synchronization logicprivacy_sync.py: Privacy-preserving sync patternssync_state_manager.py: Sync state tracking and management
Next Steps
- Initialize
EncryptedLocalStorewith user key - Configure conflict resolution strategy
- Set up incremental sync with state tracking
- Implement privacy-first permission system
- Test sync across network disruptions
- Verify encryption and privacy guarantees
- Add sync state monitoring to UI