Persistence

Multisynq automatically handles session state through snapshots, but what happens when you update your code? This tutorial covers explicit persistence - how to save and restore application data across different versions of your application.

Automatic vs. Explicit Persistence

Built-in session persistence

Works automatically without any code
Preserves state when users leave and return
Lost when code changes (new session created)
Perfect for temporary game sessions

// This data persists automatically between sessions
class GameModel extends Multisynq.Model {
    init() {
        this.players = new Map();
        this.score = 0;
    }
}

Any code change creates a new session, losing all previous data.

Built-in session persistence

Works automatically without any code
Preserves state when users leave and return
Lost when code changes (new session created)
Perfect for temporary game sessions

// This data persists automatically between sessions
class GameModel extends Multisynq.Model {
    init() {
        this.players = new Map();
        this.score = 0;
    }
}

Any code change creates a new session, losing all previous data.

Developer-controlled data persistence

Requires explicit implementation
Survives code changes and updates
Selective - save only what matters
Essential for collaborative applications

// This data can survive code changes
class CollaborativeEditor extends Multisynq.Model {
    init(options, persisted) {
        if (persisted) {
            this.restoreFromPersisted(persisted);
        } else {
            this.documents = new Map();
            this.users = new Map();
        }
    }
    
    save() {
        this.persistSession(() => ({
            documents: Array.from(this.documents.entries()),
            lastSaved: Date.now()
        }));
    }
}

Session Identity System

Understanding how Multisynq identifies sessions is crucial for persistence:

🆔 sessionId

Code-dependent session identifier

Combination of appId, name, and code hash
Changes with any code modification
Used for snapshots and live sessions

// These create the same sessionId:
Session.join({ appId: "myapp", name: "room1" });
// With identical code

// This creates a different sessionId:
Session.join({ appId: "myapp", name: "room1" });
// With modified code (even tiny changes)

🔄 persistentId

Code-independent persistent identifier

Combination of appId and name only
Survives code changes
Used for persistence lookup

// These share the same persistentId:
Session.join({ appId: "myapp", name: "room1" });
// Regardless of code changes

// Different persistentId:
Session.join({ appId: "myapp", name: "room2" });

How Persistence Works

First Session Join

When joining a session with a never-seen-before sessionId:

Multisynq looks up persistent data by persistentId
If found, passes it to your model’s init() method
Your model restores state from persistent data

class MyModel extends Multisynq.Model {
    init(options, persisted) {
        if (persisted) {
            console.log("Restoring from persistent data:", persisted);
            this.restoreState(persisted);
        } else {
            console.log("Fresh session - no persistent data");
            this.initializeDefaults();
        }
    }
}

Saving Persistent Data

Your application decides when to save using persistSession():

save() {
    this.persistSession(() => {
        return {
            version: 1,
            data: this.collectImportantData(),
            timestamp: Date.now()
        };
    });
}

Code Update

When you update your code:

New sessionId is generated (code changed)
Same persistentId is used (appId + name unchanged)
Persistent data is loaded into new code version

Basic Implementation

Most applications can use this straightforward approach:

class SimpleAppModel extends Multisynq.Model {
    init(options, persisted) {
        // Regular setup
        this.users = new Map();
        this.content = "";
        this.lastModified = null;
        
        if (persisted) {
            // Restore from persistent data
            this.content = persisted.content || "";
            this.lastModified = persisted.lastModified;
            
            // Restore users (handle Map serialization)
            if (persisted.users) {
                this.users = new Map(persisted.users);
            }
        }
    }
    
    save() {
        this.persistSession(() => {
            return {
                content: this.content,
                lastModified: this.lastModified,
                users: Array.from(this.users.entries()) // Convert Map to Array
            };
        });
    }
    
    updateContent(newContent) {
        this.content = newContent;
        this.lastModified = Date.now();
        
        // Save after important changes
        this.save();
    }
}

This pattern works well for simple applications with straightforward data structures.

Most applications can use this straightforward approach:

class SimpleAppModel extends Multisynq.Model {
    init(options, persisted) {
        // Regular setup
        this.users = new Map();
        this.content = "";
        this.lastModified = null;
        
        if (persisted) {
            // Restore from persistent data
            this.content = persisted.content || "";
            this.lastModified = persisted.lastModified;
            
            // Restore users (handle Map serialization)
            if (persisted.users) {
                this.users = new Map(persisted.users);
            }
        }
    }
    
    save() {
        this.persistSession(() => {
            return {
                content: this.content,
                lastModified: this.lastModified,
                users: Array.from(this.users.entries()) // Convert Map to Array
            };
        });
    }
    
    updateContent(newContent) {
        this.content = newContent;
        this.lastModified = Date.now();
        
        // Save after important changes
        this.save();
    }
}

This pattern works well for simple applications with straightforward data structures.

For complex applications with versioning and error handling:

class ComplexAppModel extends Multisynq.Model {
    init(options, persisted) {
        if (persisted) {
            this.loadFromPersisted(persisted);
        } else {
            this.initializeDefaults();
        }
    }
    
    initializeDefaults() {
        this.documentA = DocumentModel.create();
        this.documentB = DocumentModel.create();
        this.metadata = { created: Date.now() };
    }
    
    loadFromPersisted(persisted) {
        // Handle versioning
        switch (persisted.version) {
            case 1:
                this.loadVersion1(persisted);
                break;
            case 2:
                this.loadVersion2(persisted);
                break;
            default:
                console.warn("Unknown version:", persisted.version);
                this.initializeDefaults();
        }
    }
    
    loadVersion1(data) {
        // Restore from version 1 format
        this.documentA = DocumentModel.create(data.documents.a);
        this.documentB = DocumentModel.create(data.documents.b);
        this.metadata = data.metadata || { created: Date.now() };
    }
    
    loadVersion2(data) {
        // Handle newer format with migration
        this.loadVersion1(data); // Reuse v1 loading
        this.newFeature = data.newFeature || null;
    }
    
    save() {
        this.persistSession(() => this.toSaveData());
    }
    
    toSaveData() {
        return {
            version: 2, // Current version
            documents: {
                a: this.documentA.toSaveData(),
                b: this.documentB.toSaveData()
            },
            metadata: this.metadata,
            newFeature: this.newFeature
        };
    }
}

class DocumentModel extends Multisynq.Model {
    init(options, persisted) {
        this.title = "";
        this.content = "";
        
        if (persisted) {
            this.fromSaveData(persisted);
        }
    }
    
    toSaveData() {
        return {
            title: this.title,
            content: this.content
        };
    }
    
    fromSaveData(data) {
        this.title = data.title || "";
        this.content = data.content || "";
    }
    
    save() {
        // Trigger root model save
        this.wellKnownModel("modelRoot").save();
    }
}

Data Serialization Requirements

Critical: persistSession() uses stable JSON stringification. Non-JSON types require special handling.

These work automatically:

const safeData = {
    strings: "text",
    numbers: 42,
    booleans: true,
    arrays: [1, 2, 3],
    objects: { nested: "value" },
    nulls: null
};

this.persistSession(() => safeData);

These work automatically:

const safeData = {
    strings: "text",
    numbers: 42,
    booleans: true,
    arrays: [1, 2, 3],
    objects: { nested: "value" },
    nulls: null
};

this.persistSession(() => safeData);

These need manual handling:

class MyModel extends Multisynq.Model {
    init() {
        this.userMap = new Map();
        this.userSet = new Set();
        this.createdAt = new Date();
    }
    
    save() {
        this.persistSession(() => ({
            // Convert Map to Array
            users: Array.from(this.userMap.entries()),
            
            // Convert Set to Array  
            tags: Array.from(this.userSet),
            
            // Convert Date to timestamp
            createdAt: this.createdAt.getTime(),
            
            // Don't include functions or DOM elements
            // functions: this.myFunction, // ❌ Won't work
            // element: this.domElement,  // ❌ Won't work
        }));
    }
    
    restoreFromPersisted(data) {
        // Restore Map from Array
        this.userMap = new Map(data.users || []);
        
        // Restore Set from Array
        this.userSet = new Set(data.tags || []);
        
        // Restore Date from timestamp
        this.createdAt = new Date(data.createdAt || Date.now());
    }
}

When to Use Persistence

✅ Good Use Cases

Applications that benefit from persistence:

Collaborative editors: Documents must survive code updates
Creative tools: User creations are valuable
Configuration apps: Settings should persist
Score tracking: High scores across game updates
Chat applications: Message history preservation

// Example: Collaborative whiteboard
class WhiteboardModel extends Multisynq.Model {
    init(options, persisted) {
        this.shapes = persisted?.shapes || [];
        this.users = new Map(persisted?.users || []);
    }
    
    addShape(shape) {
        this.shapes.push(shape);
        this.save(); // Save after important changes
    }
    
    save() {
        this.persistSession(() => ({
            shapes: this.shapes,
            users: Array.from(this.users.entries())
        }));
    }
}

❌ Not Needed

Applications that don’t need persistence:

Simple games: No long-term state to preserve
Temporary demonstrations: Short-lived sessions
Real-time only: No data worth preserving
Prototype applications: Data structure still changing

// Example: Simple multiplayer pong game
class PongModel extends Multisynq.Model {
    init() {
        // Game state that resets each session
        this.ball = { x: 50, y: 50, vx: 1, vy: 1 };
        this.players = new Map();
        this.score = { left: 0, right: 0 };
        
        // No persistence needed - games start fresh
    }
}

If you don’t need to preserve data across code changes, snapshots are sufficient.

When to Save Data

Unlike automatic snapshots, you control when to save persistent data. Balance data safety with performance.

Save after significant data modifications:

class DocumentEditor extends Multisynq.Model {
    addDocument(doc) {
        this.documents.set(doc.id, doc);
        this.save(); // Major change - save immediately
    }
    
    deleteDocument(id) {
        this.documents.delete(id);
        this.save(); // Major change - save immediately  
    }
    
    updateCursor(position) {
        this.cursors.set(this.viewId, position);
        // Minor change - don't save for every cursor move
    }
}

Save after significant data modifications:

class DocumentEditor extends Multisynq.Model {
    addDocument(doc) {
        this.documents.set(doc.id, doc);
        this.save(); // Major change - save immediately
    }
    
    deleteDocument(id) {
        this.documents.delete(id);
        this.save(); // Major change - save immediately  
    }
    
    updateCursor(position) {
        this.cursors.set(this.viewId, position);
        // Minor change - don't save for every cursor move
    }
}

Save after bursts of activity:

class TextEditor extends Multisynq.Model {
    init() {
        this.content = "";
        this.saveTimer = null;
        this.hasChanges = false;
    }
    
    updateText(newText) {
        this.content = newText;
        this.hasChanges = true;
        
        // Reset save timer
        if (this.saveTimer) {
            this.saveTimer.cancel();
        }
        
        // Save 30 seconds after last change
        this.saveTimer = this.future(30000).saveIfChanged();
    }
    
    saveIfChanged() {
        if (this.hasChanges) {
            this.save();
            this.hasChanges = false;
        }
        this.saveTimer = null;
    }
    
    save() {
        this.persistSession(() => ({
            content: this.content,
            lastSaved: Date.now()
        }));
    }
}

Multisynq automatically throttles rapid persistSession() calls to prevent excessive network traffic.

Error Handling and Recovery

Critical: Implement error handling to prevent data corruption during development.

Protect against corrupted persistent data:

class SafeModel extends Multisynq.Model {
    init(options, persisted) {
        if (persisted) {
            delete this.loadingPersistentDataErrored;
            this.loadingPersistentData = true;
            
            try {
                this.fromSavedData(persisted);
                console.log("Successfully loaded persistent data");
            } catch (error) {
                console.error("Error loading persistent data:", error);
                this.loadingPersistentDataErrored = true;
                
                // Fallback to defaults
                this.initializeDefaults();
            } finally {
                delete this.loadingPersistentData;
            }
        } else {
            this.initializeDefaults();
        }
    }
    
    save() {
        // Don't save while loading (prevents corruption)
        if (this.loadingPersistentData) return;
        
        // Don't save if loading failed (prevents overwriting good data)
        if (this.loadingPersistentDataErrored) return;
        
        this.persistSession(() => this.toSaveData());
    }
    
    fromSavedData(persisted) {
        // Validate data structure
        if (!persisted.version) {
            throw new Error("Missing version in persistent data");
        }
        
        if (persisted.version > 2) {
            throw new Error(`Unsupported version: ${persisted.version}`);
        }
        
        // Restore data
        this.documents = new Map(persisted.documents || []);
        this.metadata = persisted.metadata || {};
    }
    
    toSaveData() {
        return {
            version: 2,
            documents: Array.from(this.documents.entries()),
            metadata: this.metadata
        };
    }
}

Protect against corrupted persistent data:

class SafeModel extends Multisynq.Model {
    init(options, persisted) {
        if (persisted) {
            delete this.loadingPersistentDataErrored;
            this.loadingPersistentData = true;
            
            try {
                this.fromSavedData(persisted);
                console.log("Successfully loaded persistent data");
            } catch (error) {
                console.error("Error loading persistent data:", error);
                this.loadingPersistentDataErrored = true;
                
                // Fallback to defaults
                this.initializeDefaults();
            } finally {
                delete this.loadingPersistentData;
            }
        } else {
            this.initializeDefaults();
        }
    }
    
    save() {
        // Don't save while loading (prevents corruption)
        if (this.loadingPersistentData) return;
        
        // Don't save if loading failed (prevents overwriting good data)
        if (this.loadingPersistentDataErrored) return;
        
        this.persistSession(() => this.toSaveData());
    }
    
    fromSavedData(persisted) {
        // Validate data structure
        if (!persisted.version) {
            throw new Error("Missing version in persistent data");
        }
        
        if (persisted.version > 2) {
            throw new Error(`Unsupported version: ${persisted.version}`);
        }
        
        // Restore data
        this.documents = new Map(persisted.documents || []);
        this.metadata = persisted.metadata || {};
    }
    
    toSaveData() {
        return {
            version: 2,
            documents: Array.from(this.documents.entries()),
            metadata: this.metadata
        };
    }
}

Safe development and testing process:

Test saving logic:

// Set breakpoint in toSaveData()
toSaveData() {
    const data = {
        version: 1,
        content: this.content
    };
    console.log("Saving data:", data); // Check structure
    return data;
}

Test loading logic:

// Modify code slightly to create new sessionId
// Add console.log("Testing v1.1"); to trigger new session

fromSavedData(persisted) {
    console.log("Loading data:", persisted); // Verify structure
    // Set breakpoint here to inspect data
}

Use separate deployments:
- Production version: Create persistent data
- Development version: Test loading persistent data
- Prevents corrupting production data during development

Version Management

📈 Data Format Evolution

Handle changing data formats over time:

class VersionedModel extends Multisynq.Model {
    fromSavedData(persisted) {
        switch (persisted.version) {
            case 1:
                this.loadVersion1(persisted);
                break;
            case 2:
                this.loadVersion2(persisted);
                break;
            case 3:
                this.loadVersion3(persisted);
                break;
            default:
                if (persisted.version > 3) {
                    throw new Error(`Future version not supported: ${persisted.version}`);
                } else {
                    // Legacy data without version
                    this.loadLegacy(persisted);
                }
        }
    }
    
    loadVersion1(data) {
        // Original format
        this.documents = new Map(data.documents || []);
    }
    
    loadVersion2(data) {
        // Added user permissions
        this.loadVersion1(data);
        this.permissions = new Map(data.permissions || []);
    }
    
    loadVersion3(data) {
        // Added collaboration features
        this.loadVersion2(data);
        this.collaborators = new Set(data.collaborators || []);
        this.lastActivity = data.lastActivity || Date.now();
    }
    
    toSaveData() {
        return {
            version: 3, // Always save in latest format
            documents: Array.from(this.documents.entries()),
            permissions: Array.from(this.permissions.entries()),
            collaborators: Array.from(this.collaborators),
            lastActivity: this.lastActivity
        };
    }
}

🔧 Migration Strategies

Handle breaking changes safely:

class MigrationModel extends Multisynq.Model {
    fromSavedData(persisted) {
        if (persisted.version === 1) {
            // Major breaking change: documents now have structure
            const oldDocuments = persisted.documents || [];
            this.documents = new Map();
            
            // Migrate old format to new format
            oldDocuments.forEach((oldDoc, index) => {
                const newDoc = {
                    id: `doc-${index}`,
                    title: oldDoc.name || "Untitled",
                    content: oldDoc.text || "",
                    created: oldDoc.timestamp || Date.now(),
                    modified: oldDoc.timestamp || Date.now()
                };
                this.documents.set(newDoc.id, newDoc);
            });
            
            console.log(`Migrated ${oldDocuments.length} documents from v1 to v2`);
        } else {
            // Handle current versions normally
            this.documents = new Map(persisted.documents || []);
        }
    }
}

Debugging Tools

Enable detailed logging:

// In Session.join()
Session.join({
    appId: "myapp",
    name: "session1",
    model: MyModel,
    view: MyView,
    debug: "session" // Enables persistence logging
});

// Or via URL parameter
// https://myapp.com/#session1&debug=session

Console output:

[Multisynq] Session loaded from persistent data (persistentId: myapp-session1)
[Multisynq] Restoring 1.2KB of persistent data
[Multisynq] Persistent data saved (2.3KB)

Enable detailed logging:

// In Session.join()
Session.join({
    appId: "myapp",
    name: "session1",
    model: MyModel,
    view: MyView,
    debug: "session" // Enables persistence logging
});

// Or via URL parameter
// https://myapp.com/#session1&debug=session

Console output:

[Multisynq] Session loaded from persistent data (persistentId: myapp-session1)
[Multisynq] Restoring 1.2KB of persistent data
[Multisynq] Persistent data saved (2.3KB)

Check your persistent data structure:

class DebugModel extends Multisynq.Model {
    save() {
        const data = this.toSaveData();
        
        // Log before saving
        console.log("About to save:", JSON.stringify(data, null, 2));
        console.log("Data size:", JSON.stringify(data).length, "characters");
        
        this.persistSession(() => data);
    }
    
    fromSavedData(persisted) {
        console.log("Loading persistent data:", persisted);
        console.log("Data keys:", Object.keys(persisted));
        
        // Validate structure
        this.validatePersistentData(persisted);
    }
    
    validatePersistentData(data) {
        const required = ['version', 'documents'];
        const missing = required.filter(key => !(key in data));
        
        if (missing.length > 0) {
            console.warn("Missing required keys:", missing);
        }
        
        console.log("Validation passed ✓");
    }
}

Security and Encryption

End-to-End Encryption: Persistent data inherits Multisynq’s security model.

🔐 Secure by Default

Your data is protected:

All persistent data is encrypted
Only clients with session password can decrypt
Server cannot read your data
Suitable for sensitive information

// This data is automatically encrypted
this.persistSession(() => ({
    confidentialDocument: "sensitive content",
    userSecrets: privateData
}));

⚠️ Password Management

Important considerations:

Lost password = lost data (unrecoverable)
Consider password storage strategy
Balance security vs. convenience

// Option 1: User-managed passwords (most secure)
Session.join({
    name: userProvidedSessionName,
    password: userProvidedPassword // User remembers
});

// Option 2: Server-stored passwords (convenient but less secure)
const sessionInfo = await getSessionFromServer(userId);
Session.join({
    name: sessionInfo.name,
    password: sessionInfo.password // Server provides
});

Best Practices Summary

📝 Planning

Think ahead about persistence:

Plan persistence from the start
Can’t add persistence to existing sessions
Consider what data needs to survive updates
Design for data format evolution

// ✅ Good: Plan persistence early
class MyModel extends Multisynq.Model {
    init(options, persisted) {
        // Handle both cases from the start
        if (persisted) {
            this.restoreData(persisted);
        } else {
            this.initDefaults();
        }
    }
}

⚡ Performance

Optimize save frequency:

Save after major changes only
Use timers for burst activity
Keep persistent data minimal
Clean up unnecessary data

// ✅ Good: Strategic saving
save() {
    this.persistSession(() => ({
        // Only essential data
        documents: this.getEssentialDocs(),
        metadata: this.coreMetadata,
        // Skip: temporary UI state, caches, etc.
    }));
}

🛡️ Safety

Handle errors gracefully:

Validate persistent data structure
Handle version mismatches
Don’t save during loading
Test with corrupted data

// ✅ Good: Safe error handling
try {
    this.fromSavedData(persisted);
} catch (error) {
    console.error("Load failed:", error);
    this.initDefaults(); // Fallback
    this.loadingErrored = true;
}

🔄 Testing

Test thoroughly:

Test fresh sessions
Test loading from persistence
Test data migrations
Use separate deployments for testing

// Test both paths
console.log(persisted ? "Loading saved data" : "Fresh start");

Real-World Examples

📄 Document Editor

class DocumentEditorModel extends Multisynq.Model {
    init(options, persisted) {
        if (persisted) {
            this.documents = new Map(persisted.documents || []);
            this.users = new Map(persisted.users || []);
            this.settings = persisted.settings || {};
        } else {
            this.documents = new Map();
            this.users = new Map();
            this.settings = { theme: "light", autosave: true };
        }
        
        this.setupAutosave();
    }
    
    setupAutosave() {
        if (this.settings.autosave) {
            this.future(30000).autosave();
        }
    }
    
    autosave() {
        if (this.hasUnsavedChanges) {
            this.save();
            this.hasUnsavedChanges = false;
        }
        this.setupAutosave(); // Schedule next autosave
    }
    
    createDocument(title, content) {
        const doc = {
            id: this.generateId(),
            title,
            content,
            created: Date.now(),
            modified: Date.now()
        };
        
        this.documents.set(doc.id, doc);
        this.hasUnsavedChanges = true;
        this.save(); // Save immediately for major changes
    }
    
    updateDocument(id, changes) {
        const doc = this.documents.get(id);
        if (doc) {
            Object.assign(doc, changes, { modified: Date.now() });
            this.hasUnsavedChanges = true;
            
            // Don't save immediately - let autosave handle it
        }
    }
    
    save() {
        this.persistSession(() => ({
            version: 1,
            documents: Array.from(this.documents.entries()),
            users: Array.from(this.users.entries()),
            settings: this.settings
        }));
    }
}

🎨 Creative Canvas

class CanvasModel extends Multisynq.Model {
    init(options, persisted) {
        this.loadingPersistentData = !!persisted;
        
        try {
            if (persisted) {
                this.fromSavedData(persisted);
            } else {
                this.shapes = [];
                this.layers = [{ id: 'default', name: 'Layer 1', visible: true }];
                this.canvasSize = { width: 800, height: 600 };
            }
        } catch (error) {
            console.error("Failed to load canvas data:", error);
            this.shapes = [];
            this.layers = [{ id: 'default', name: 'Layer 1', visible: true }];
            this.canvasSize = { width: 800, height: 600 };
            this.loadingErrored = true;
        } finally {
            this.loadingPersistentData = false;
        }
    }
    
    addShape(shape) {
        shape.id = this.generateId();
        shape.created = Date.now();
        this.shapes.push(shape);
        
        this.save(); // Save after adding shapes
    }
    
    deleteShape(shapeId) {
        const index = this.shapes.findIndex(s => s.id === shapeId);
        if (index >= 0) {
            this.shapes.splice(index, 1);
            this.save(); // Save after deleting shapes
        }
    }
    
    save() {
        if (this.loadingPersistentData || this.loadingErrored) return;
        
        this.persistSession(() => ({
            version: 1,
            shapes: this.shapes,
            layers: this.layers,
            canvasSize: this.canvasSize,
            metadata: {
                shapeCount: this.shapes.length,
                lastModified: Date.now()
            }
        }));
    }
    
    fromSavedData(persisted) {
        if (persisted.version !== 1) {
            throw new Error(`Unsupported version: ${persisted.version}`);
        }
        
        this.shapes = persisted.shapes || [];
        this.layers = persisted.layers || [];
        this.canvasSize = persisted.canvasSize || { width: 800, height: 600 };
        
        console.log(`Restored ${this.shapes.length} shapes`);
    }
}

Next Steps

Writing a Multisynq Model

Learn to build models with persistence in mind

Data API

Explore advanced data management patterns

Snapshots

Understand how snapshots and persistence work together

Sim Time & Future

Master time-based behaviors in persistent applications

Persistence is essential for applications where user data has long-term value. Plan for it early, implement it safely, and test thoroughly to ensure your users never lose their important work.

Get Started

Tutorials

Conceptual

Essentials

AI Development

Automatic vs. Explicit Persistence

Session Identity System

🆔 sessionId

🔄 persistentId

How Persistence Works

Basic Implementation

Data Serialization Requirements

When to Use Persistence

When to Save Data

Error Handling and Recovery

Version Management

Debugging Tools

Security and Encryption

🔐 Secure by Default

⚠️ Password Management

Best Practices Summary

📝 Planning

⚡ Performance

🛡️ Safety

🔄 Testing

Real-World Examples

Next Steps

Writing a Multisynq Model

Data API

Snapshots

Sim Time & Future

Get Started

Tutorials

Conceptual

Essentials

AI Development

​Automatic vs. Explicit Persistence

​Session Identity System

🆔 sessionId

🔄 persistentId

​How Persistence Works

​Basic Implementation

​Data Serialization Requirements

​When to Use Persistence

​When to Save Data

​Error Handling and Recovery

​Version Management

​Debugging Tools

​Security and Encryption

🔐 Secure by Default

⚠️ Password Management

​Best Practices Summary

📝 Planning

⚡ Performance

🛡️ Safety

🔄 Testing

​Real-World Examples

​Next Steps

Writing a Multisynq Model

Data API

Snapshots

Sim Time & Future

Automatic vs. Explicit Persistence

Session Identity System

How Persistence Works

Basic Implementation

Data Serialization Requirements

When to Use Persistence

When to Save Data

Error Handling and Recovery

Version Management

Debugging Tools

Security and Encryption

Best Practices Summary

Real-World Examples

Next Steps