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Projects & Databases: The Memory Pillar

The Memory Pillar — databases that store and retrieve workspace data.

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Taskade Genesis is the AI app builder that turns a single prompt into living software — complete with AI agents, databases, and automations.

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Projects remember. Every project is a living memory bank — storing data, context, and history that feeds your AI agents and powers your automations. Memory feeds Intelligence. Intelligence triggers Execution. Execution writes back to Memory.

Overview

Projects are the Memory component of your Workspace DNA, one of three pillars that power Taskade Genesis apps and form the Tree of Life architecture.

  • 📚 Memory (Projects): Your workspace's structured data and knowledge base

  • 🧠 Intelligence (Agents): Your workspace's reasoning and decision-making layer

  • Execution (Automations): Your workspace's actions and workflows

Think of projects as the living memory of your workspace. They're act as databases that continuously feed context to your AI agents, apps, and automations.

📋 In This Article

  • Overview

  • What Are Database Projects?

  • Using Database Projects

  • Creating Database Projects

  • Genesis-Generated Databases

  • Manual Database Creation

  • Importing Data into App Databases

  • App Database Automation

  • Automated App Workflows

  • Booking App Automations

  • CRM App Automations

  • Inventory App Automations

  • Providing Context: Give AI agents the knowledge they need to make decisions

  • Storing Relationships: Map connections between customers, orders, and more

  • Capturing Results: Log outcomes of automation runs and app interactions

  • Evolving Over Time: Enrich your workspace DNA with real business knowledge

💡 Note: When you create a Taskade Genesis app, your projects become the database backend of that application, storing customer records, managing inventory, tracking appointments, and maintaining structured information.

In this guide, you'll learn how to work with database projects in Taskade Genesis apps.

What Are Database Projects?

When Taskade Genesis creates an app, it automatically generates database projects that serve as your app's data layer. Those databases are perfect for apps like:

Memory & Vibe Coding

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One prompt. One app. Projects are the memory layer of Taskade Genesis — every task, note, and database feeds into your AI agents and automations.

In traditional vibe coding tools, apps have no memory — they generate code but forget context. Taskade Genesis is different. Every app built with vibe coding stores its data in Projects, creating persistent memory that:

  • Feeds AI agents with context for smarter responses

  • Powers automations with real-time data

  • Grows and improves with every interaction

This is the Memory Pillar of Workspace DNA — the foundation that makes vibe coding produce living software instead of disposable prototypes.

  • Customer portals with client data and project history

  • Booking systems with appointments and customer records

  • Inventory apps with product catalogs and stock levels

  • CRM applications with leads, contacts, and sales data

💡 Note: Database projects default to the Table view for easy data management, but you can switch between views at any time.

Using Database Projects

Taskade Genesis apps use database projects for:

  • Smart data structure automatically created based on your app's needs

  • Real-time synchronization between your app interface and database

  • AI-powered insights from agents trained on your data

  • Automated workflows that respond to the actions within the app

Your workspaces and projects become the single source of truth.

Creating Database Projects

There are several methods to create the memory pillar for your workspace.

Genesis-Generated Databases

When you create an app, Genesis automatically builds the required projects:

  • Describe your app needs to Genesis in plain English.

  • Genesis analyzes your requirements and generates projects to store data.

  • Custom fields and relationships are automatically configured.

  • Your app launches with a fully functional database backend.

You can also request a specific data structure in your prompts:

  • "Create a yoga studio booking app with a customer database, class schedule database, and instructor database."
  • "Build a client portal for our agency with a client database, project database, and invoice database."
  • "Make an inventory management system with a product database, supplier database, and order database."

Manual Database Creation

Here's how to add new database projects to existing apps:

  • Open your app in Taskade

  • Click + New Project within the app's dashboard view.

  • Choose a template, ask Taskade to generate a project, or start blank.

  • Configure custom fields inside the project.

  • Ask Genesis to connect the database to the app.

Importing Data into App Databases

Transform existing business data into app-ready databases:

  • Navigate to your app's dashboard.

  • Got to Projects → ImportImport CSV.

  • Upload your file (CSV, Excel, Google Sheets).

  • Ask Genesis to use connect the database and adjust the custom fields.

App Database Automation

Automated App Workflows

Your app's database projects can trigger intelligent workflows.

For example, you can prompt Genesis in the chat to create:

Booking App Automations

  • When appointment status → "Confirmed" → Send reminder email

  • When new booking → Created → Notify staff and block calendar

  • When payment → "Received" → Update booking status and send receipt

CRM App Automations

  • When lead score → Above 80 → Assign to sales rep and create follow-up task

  • When deal stage → "Proposal Sent" → Set 7-day follow-up reminder

  • When client → "Inactive for 30 days" → Trigger re-engagement campaign

Inventory App Automations

  • When stock level → Below minimum → Create purchase order

  • When new product → Added → Update catalog and notify sales team

  • When order → "Shipped" → Send tracking info to customer

These are just a handful of examples of what can be accomplished with automation flows. Experiment, try different approaches, and build your perfect setup!

AI Agents in App Databases

Your app's custom AI agents can work directly with database data. Simply ask Genesis to generate a new AI agent specifically for your app.

💡 Note: New to the concept of AI agents? Visit our guide to Custom AI Agents to learn everything you need to know to get stated.

Once you've created agents for your apps, you can ask them to:

  • Data analysis: "Analyze this month's bookings and suggest optimization"

  • Smart categorization: Automatically classify new leads or products

  • Predictive insights: Forecast inventory needs or sales trends

  • Data cleanup: Find and fix inconsistencies in customer records

  • Content generation: Create product descriptions or email templates

  • Decision support: Recommend next actions based on data patterns

💡 Note: Read our guide to AI Agents Tools to learn more.

Best Practices for App Databases

Keep Data Focused

  • One main purpose per database project

  • Related data in the same project

  • Clear naming conventions for fields

  • Logical field ordering for user experience

Plan For Growth

  • Add fields you might need later

  • Use consistent data formats across apps

  • Regular data cleanup and validation\

Control Access

  • Control who can view the live app

  • Separate admin vs. user permissions

  • Secure sensitive data fields

  • Implement role-based access control

  • Limit who can edit the underlying data

Common Database Field Types

When Taskade Genesis creates databases for your app, it automatically selects the right field types. You can also customize them manually:

Field Type

Best For

Example

Text

Names, titles, descriptions

Customer Name, Product Title

Number

Quantities, scores, prices

Order Total, Rating (1-5)

Date

Deadlines, timestamps

Due Date, Created At

Select

Status, category, priority

Status: Open/In Progress/Done

Checkbox

Boolean flags, completion

Is Paid, Approved

Assignee

Team member assignment

Owner, Reviewer

💡 Tip: Describe your data needs in plain English when prompting Taskade Genesis. For example: "I need a CRM with customer name, email, deal size, and pipeline stage." Genesis will create the right fields automatically.

Performance: Virtualized Scrolling

Taskade uses virtualized scrolling to handle large projects with thousands of tasks smoothly. Only visible items are rendered in the DOM, so even the largest projects scroll fluidly without lag. This was introduced in v6.111 and applies to all project views — list, board, table, and mind map.

Advanced Database Patterns

Custom Field Types

Projects support 8 custom field types for structured data:

  • Text — Free-form text entries

  • Number — Numeric values with formatting

  • Date — Date and datetime fields with calendar picker

  • Select — Single-choice dropdown with custom options

  • Multi-Select — Multiple-choice tags

  • Checkbox — Boolean true/false fields

  • URL — Clickable link fields

  • Person — Team member assignment

8 Project Views

Every project can be viewed in 8 different formats, each optimized for a different workflow:

  1. List — Classic hierarchical view with nesting

  2. Board — Kanban columns for pipeline workflows

  3. Table — Spreadsheet-style view with sortable columns and Fill with AI

  4. Mind Map — Visual node-based brainstorming

  5. Gantt Chart — Timeline view for project scheduling

  6. Calendar — Date-based task visualization

  7. Timeline — Horizontal date range visualization

  8. Org Chart — Hierarchical team/structure view

Working with Large Projects

Taskade uses virtualized scrolling (v6.111+) to handle projects with thousands of tasks. Only visible items render in the DOM, so even massive projects scroll smoothly. This works across all project views.

Data Best Practices

  • Use Table View with custom fields for structured data (CRM contacts, inventory, etc.)

  • Use Board View for pipeline stages (leads, deals, tickets)

  • Use Fill with AI to auto-populate table columns based on existing data

  • Use automations to keep data fresh — trigger updates on form submissions, webhooks, or schedules

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Trusted by 1M+ users — 100K+ live apps, 500K+ AI agents deployed, 1M+ automations running. Backed by Y Combinator. 4.8/5 from 9,300+ reviews.

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The Genesis Loop: Memory feeds Intelligence → Intelligence triggers Execution → Execution creates Memory. This self-reinforcing cycle is what makes Taskade Genesis apps living software.

What's Next

Now that you understand how Memory works, explore the other pillars of your Workspace DNA:

📚 Learn More

External Data via MCP — Projects can also receive data from external sources through MCP v2 connectors. Connect databases, APIs, and cloud services to automatically feed data into your project memory.

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Database-Powered Apps — Clone these live apps built with Taskade Genesis:

🧬 Helpful Links

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