Platform modules
Learn how the platform works
Understand what each backend system does, how modules work together, and how users can use the platform effectively without needing technical knowledge.
How the platform is organized
The platform is built using specialized modules. Each module focuses on a specific capability such as projects, AI generation, previews, billing, GitHub deployment, automation, monitoring, and collaboration.
Capability groups
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Explore platform capabilities
Search modules by feature, workflow, or platform capability.
Agent Memory
Helps users work with agent memory features in the platform. Stores and reads agent memory nodes used across autonomous workflows.
How to use it
Use this from the related automation agents screens when a user needs to agents retain useful project context between runs..
Example workflow
A user opens a project or admin area, uses the agent memory capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Agent workflows and project automation tools
Agent Teams
Helps users work with agent teams features in the platform. Runs coordinated agent teams, streams execution, and supports autonomous project execution.
How to use it
Use this from the related automation agents screens when a user needs to multiple agents collaborate to produce plans, changes, or analysis..
Example workflow
A user opens a project or admin area, uses the agent teams capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Agent workflows and project automation tools
Agents
Helps users work with agents features in the platform. Runs project-scoped agents against generated applications.
How to use it
Use this from the related automation agents screens when a user needs to advanced automation acts on a project after generation or during optimization..
Example workflow
A user opens a project or admin area, uses the agents capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Agent workflows and project automation tools
Ai
Turns user ideas into a structured AI specification that the generator can use to build an application.
How to use it
Users describe the app they want, then the system drafts a clearer specification before generation starts.
Example workflow
A user enters an app idea and receives an organized feature, layout, and behavior plan for the generated app.
Common tasks
Related modules
Best for
AI generation and model orchestration flows
Auth
Lets users create accounts, sign in, stay signed in, update profile details, change passwords, and sign out safely.
How to use it
Users interact with this module through signup, login, account, profile, and security screens. Support teams can use it to understand where account-access issues originate.
Example workflow
A new user registers, verifies access, signs in, updates profile details, and then receives authenticated access to protected project, billing, and workspace features.
Common tasks
Related modules
Best for
Account and platform setup screens
Auto Repair
Helps users work with auto repair features in the platform. Creates repair runs for build failures, dependency upgrades, and runtime diagnostics, then executes fixes.
How to use it
Use this from the related quality automation screens when a user needs to a generated app fails and the platform attempts a targeted repair flow..
Example workflow
A user opens a project or admin area, uses the auto repair capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Quality, repair, test, and diagnostics workflows
Autonomous Builder
Helps users work with autonomous builder features in the platform. Creates and executes autonomous builder runs.
How to use it
Use this from the related autonomous venture screens when a user needs to the platform explores or builds product ideas with minimal manual intervention..
Example workflow
A user opens a project or admin area, uses the autonomous builder capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Autonomous product-building workflows
Autonomous Deployment
Helps users work with autonomous deployment features in the platform. Plans, runs, checkpoints, and executes project deployment automation.
How to use it
Use this from the related deployment automation screens when a user needs to a project needs a structured deployment path from preview to production..
Example workflow
A user opens a project or admin area, uses the autonomous deployment capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Deployment planning and release workflows
Autonomous Growth
Helps users work with autonomous growth features in the platform. Creates growth experiments and summarizes project growth outcomes.
How to use it
Use this from the related growth automation screens when a user needs to the system tests marketing/growth ideas for generated products..
Example workflow
A user opens a project or admin area, uses the autonomous growth capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Growth, experiment, and optimization workflows
Autonomous Iteration
Helps users work with autonomous iteration features in the platform. Creates and executes autonomous iteration runs for project improvements.
How to use it
Use this from the related product iteration screens when a user needs to the app evolves through guided improvement cycles..
Example workflow
A user opens a project or admin area, uses the autonomous iteration capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Product feedback and improvement workflows
Autonomous Qa
Helps users work with autonomous qa features in the platform. Creates and executes autonomous QA runs.
How to use it
Use this from the related quality automation screens when a user needs to the platform validates generated apps before deployment or handoff..
Example workflow
A user opens a project or admin area, uses the autonomous qa capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Quality, repair, test, and diagnostics workflows
Billing
Manages subscription status, checkout, billing portal access, invoices, and plan-based entitlements.
How to use it
Users open billing settings to choose a plan, manage payment methods, view invoices, and understand feature limits tied to their subscription.
Example workflow
A workspace owner upgrades to a paid plan, returns from checkout, and immediately gains access to higher platform limits.
Common tasks
Related modules
Best for
Billing, subscription, and plan management pages
Builder Sync
Helps users work with builder sync features in the platform. Runs and configures synchronization between generated output and builder state.
How to use it
Use this from the related builder workspace screens when a user needs to visual/builder changes need to stay aligned with project artifacts..
Example workflow
A user opens a project or admin area, uses the builder sync capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Project workspace and app editing pages
Collaboration
Helps users work with collaboration features in the platform. Manages project sessions, presence, comments, comment resolution, and activity feeds.
How to use it
Use this from the related collaboration screens when a user needs to multiple users review and collaborate on the same project..
Example workflow
A user opens a project or admin area, uses the collaboration capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Team collaboration and sharing workflows
Copilot
Helps users work with copilot features in the platform. Provides project chat, spec suggestions, generation fixes, and diagnostic explanations.
How to use it
Use this from the related ai orchestration screens when a user needs to a user asks the assistant to improve or explain an existing project..
Example workflow
A user opens a project or admin area, uses the copilot capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
AI generation and model orchestration flows
Developer
Helps users work with developer features in the platform. Returns developer profile, API keys, and webhook configuration.
How to use it
Use this from the related developer platform screens when a user needs to developers integrate with platform APIs or marketplace workflows..
Example workflow
A user opens a project or admin area, uses the developer capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Developer, plugin, and API extension areas
Diagnostics
Helps users work with diagnostics features in the platform. Exposes project diagnostics, runtime dashboard data, dead-letter jobs, and debug information.
How to use it
Use this from the related operations screens when a user needs to support or operators investigate preview, job, or runtime failures..
Example workflow
A user opens a project or admin area, uses the diagnostics capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Admin, monitoring, and operational tools
Enterprise
Helps users work with enterprise features in the platform. Manages organization SSO/SCIM, project promotions, approvals, audit, and policy controls.
How to use it
Use this from the related enterprise controls screens when a user needs to enterprise customers need governance, approvals, and identity integration..
Example workflow
A user opens a project or admin area, uses the enterprise capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Enterprise governance and compliance tools
Experimentation
Helps users work with experimentation features in the platform. Creates, reads, and analyzes project experiments.
How to use it
Use this from the related product optimization screens when a user needs to teams compare product or UX changes using experiment runs..
Example workflow
A user opens a project or admin area, uses the experimentation capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Optimization and product performance workflows
Github
Connects generated projects to GitHub so users can export or push source code to a repository.
How to use it
Users connect GitHub, choose a project, select repository settings, and push the generated source after the app is ready.
Example workflow
A builder finishes a generated app, uploads it to GitHub, and continues development from a normal repository workflow.
Common tasks
Related modules
Best for
External integration setup and export workflows
Global Scale
Helps users work with global scale features in the platform. Manages regions, routing, global health, incidents, scaling, compliance, capacity, and cost summaries.
How to use it
Use this from the related operations screens when a user needs to operators manage multi-region production behavior..
Example workflow
A user opens a project or admin area, uses the global scale capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Admin, monitoring, and operational tools
Growth Engine
Helps users work with growth engine features in the platform. Manages traffic sources and campaigns, including campaign analysis.
How to use it
Use this from the related growth automation screens when a user needs to growth workflows test acquisition channels for launched products..
Example workflow
A user opens a project or admin area, uses the growth engine capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Growth, experiment, and optimization workflows
Jobs
Tracks long-running generation, preview, repair, deployment, and automation work so users can see progress.
How to use it
Users usually see this through progress indicators, job history, logs, and status updates while the platform works in the background.
Example workflow
A user requests an app generation and watches the job move from queued to running to completed before opening the preview.
Common tasks
Related modules
Best for
Project creation and generated app management
Launch Engine
Helps users work with launch engine features in the platform. Creates and reads launch runs.
How to use it
Use this from the related launch automation screens when a user needs to a product moves through a structured launch checklist..
Example workflow
A user opens a project or admin area, uses the launch engine capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Launch preparation and go-to-market workflows
Market Discovery
Helps users work with market discovery features in the platform. Reads market sources, signals, clusters, scores, and triggers scans.
How to use it
Use this from the related market intelligence screens when a user needs to the system looks for product opportunities before building..
Example workflow
A user opens a project or admin area, uses the market discovery capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Research, intelligence, and opportunity analysis
Marketplace
Helps users work with marketplace features in the platform. Searches/publishes templates, installs marketplace items, and tracks analytics.
How to use it
Use this from the related templates and marketplace screens when a user needs to users discover reusable templates and organizations install them..
Example workflow
A user opens a project or admin area, uses the marketplace capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Starter library, templates, and marketplace pages
Model Router
Chooses and routes AI requests to the right model/provider for generation, planning, repair, or analysis work.
How to use it
Users normally do not use this directly; it supports generation quality, model selection, fallback behavior, and internal AI operations.
Example workflow
A generation request is routed to the best available model and falls back safely when a provider is unavailable.
Common tasks
Related modules
Best for
AI generation and model orchestration flows
Monetization
Helps users work with monetization features in the platform. Handles template/plugin purchases, developer earnings, payouts, and marketplace transactions.
How to use it
Use this from the related marketplace revenue screens when a user needs to marketplace creators and organizations complete paid transactions..
Example workflow
A user opens a project or admin area, uses the monetization capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Marketplace selling and revenue management
Monitoring
Helps users work with monitoring features in the platform. Provides monitoring summaries and alerts for platform reliability screens.
How to use it
Use this from the related operations screens when a user needs to operators check health, usage anomalies, and platform-level warning signals..
Example workflow
A user opens a project or admin area, uses the monitoring capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Admin, monitoring, and operational tools
Native Store Automation
Helps users work with native store automation features in the platform. Manages app-store submissions, release notes, and native preflight checks.
How to use it
Use this from the related deployment automation screens when a user needs to native mobile outputs move toward App Store or Play Store submission..
Example workflow
A user opens a project or admin area, uses the native store automation capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Deployment planning and release workflows
Ops
Helps users work with ops features in the platform. Exposes operator health, metrics, job, preview, quota, billing, audit, webhook, and deployment diagnostics.
How to use it
Use this from the related operations screens when a user needs to admins inspect production behavior without touching generation logic..
Example workflow
A user opens a project or admin area, uses the ops capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Admin, monitoring, and operational tools
Organizations
Helps users work with organizations features in the platform. Creates/list organizations, sends invites, changes member roles, returns usage, and manages organization preview environments.
How to use it
Use this from the related organizations and access screens when a user needs to teams collaborate under shared billing, usage, roles, and preview resources..
Example workflow
A user opens a project or admin area, uses the organizations capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Organization and team administration
Platform
Helps users work with platform features in the platform. Exposes platform plugins/providers, project jobs, previews, builder state, spec patches, refreshes, deployments, and timeline events.
How to use it
Use this from the related builder workspace screens when a user needs to the project workspace coordinates preview, builder, and deployment actions..
Example workflow
A user opens a project or admin area, uses the platform capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Project workspace and app editing pages
Plugins
Helps users work with plugins features in the platform. Manages plugin marketplace discovery, publishing, versioning, ratings, installs, and developer registration.
How to use it
Use this from the related templates and marketplace screens when a user needs to users extend generated apps or the platform through plugins..
Example workflow
A user opens a project or admin area, uses the plugins capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Starter library, templates, and marketplace pages
Portfolio Ops
Helps users work with portfolio ops features in the platform. Manages portfolio companies and review workflows.
How to use it
Use this from the related autonomous venture screens when a user needs to a venture studio user reviews multiple generated company ideas..
Example workflow
A user opens a project or admin area, uses the portfolio ops capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Autonomous product-building workflows
Product Intelligence
Helps users work with product intelligence features in the platform. Creates and reads product-intelligence runs.
How to use it
Use this from the related product optimization screens when a user needs to the platform analyzes a generated app for product opportunities..
Example workflow
A user opens a project or admin area, uses the product intelligence capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Optimization and product performance workflows
Product Optimizer
Helps users work with product optimizer features in the platform. Creates and reads product-optimizer runs.
How to use it
Use this from the related product optimization screens when a user needs to the system proposes optimization passes for generated products..
Example workflow
A user opens a project or admin area, uses the product optimizer capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Optimization and product performance workflows
Projects
Stores and manages generated applications, project metadata, status, ownership, and lifecycle actions.
How to use it
Users work with this module through the dashboard and project pages to open, archive, delete, inspect, or continue generated apps.
Example workflow
A user creates an app, opens the project page, reviews its status, requests changes, and later archives it when finished.
Common tasks
Related modules
Best for
Project creation and generated app management
Prompt Registry
Helps users work with prompt registry features in the platform. Manages prompt templates, versions, evaluations, and evaluation runs.
How to use it
Use this from the related ai orchestration screens when a user needs to aI prompts are versioned and tested before powering generation..
Example workflow
A user opens a project or admin area, uses the prompt registry capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
AI generation and model orchestration flows
Runtime
Helps users work with runtime features in the platform. Reports runtime health, lists preview routes, and accepts preview/deployment target scaling requests.
How to use it
Use this from the related preview and runtime screens when a user needs to operations and preview screens need to understand where generated apps are served..
Example workflow
A user opens a project or admin area, uses the runtime capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Preview, deployment, and runtime operations pages
Templates
Helps users work with templates features in the platform. Supports prompt-builder templates, smart presets, template creation, updates, and deletion.
How to use it
Use this from the related templates and marketplace screens when a user needs to users or admins maintain reusable app-generation starting points..
Example workflow
A user opens a project or admin area, uses the templates capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Starter library, templates, and marketplace pages
Tool Agents
Helps users work with tool agents features in the platform. Registers tool agents and executes project-scoped tool-agent runs.
How to use it
Use this from the related automation agents screens when a user needs to agent workflows need structured tools to inspect or modify projects..
Example workflow
A user opens a project or admin area, uses the tool agents capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Agent workflows and project automation tools
Venture Autopilot
Helps users work with venture autopilot features in the platform. Returns venture autopilot dashboard data and manages venture runs.
How to use it
Use this from the related autonomous venture screens when a user needs to autonomous venture workflows track progress and execution..
Example workflow
A user opens a project or admin area, uses the venture autopilot capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Autonomous product-building workflows
Venture Builder
Helps users work with venture builder features in the platform. Creates and reads venture builder runs.
How to use it
Use this from the related autonomous venture screens when a user needs to the system builds venture concepts into structured outputs..
Example workflow
A user opens a project or admin area, uses the venture builder capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Autonomous product-building workflows
Venture Studio
Helps users work with venture studio features in the platform. Reads venture studio runs, ideas, and portfolio data.
How to use it
Use this from the related autonomous venture screens when a user needs to users manage a portfolio of generated product ideas..
Example workflow
A user opens a project or admin area, uses the venture studio capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Autonomous product-building workflows
Versions
Helps users work with versions features in the platform. Creates project versions, reads version detail, and rolls back to a version.
How to use it
Use this from the related generation and projects screens when a user needs to a user creates a new version or returns to a previous project state..
Example workflow
A user opens a project or admin area, uses the versions capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Project creation and generated app management
Visual Builder
Helps users work with visual builder features in the platform. Reads/saves visual-builder canvas data and patch history.
How to use it
Use this from the related builder workspace screens when a user needs to a user edits app layout visually and stores builder patches..
Example workflow
A user opens a project or admin area, uses the visual builder capability, reviews the result, and continues to the next step in the platform workflow.
Common tasks
Related modules
Best for
Project workspace and app editing pages
Workflow Agents
Helps users create and run repeatable agent workflows for project review, QA, improvement, and operations tasks.
How to use it
Users open a project, create or select an agent workflow, run it, and review the execution results before applying next steps.
Example workflow
A user runs a workflow that reviews a generated app, checks for missing features, and prepares recommended improvements.
Common tasks
Related modules
Best for
Agent workflows and project automation tools
Workspace
Gives users a project workspace where they can review app details, compare versions, and continue editing.
How to use it
Users open a project workspace to see the current version, review changes, compare versions, and decide what to improve next.
Example workflow
A user compares two generated versions, reviews the summary, and chooses the version that should move forward.
Common tasks
Related modules
Best for
Project workspace and app editing pages

