> ## Documentation Index
> Fetch the complete documentation index at: https://docs.superagentx.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Storage

## Data Storage & Persistence

The system supports multiple data stores to handle both lightweight development workflows and production-scale deployments.

> **SQLite** is used for local development and simple, single-node workflows where minimal setup and portability are required.

> **PostgreSQL** is recommended for production environments, supporting multi-tenant architectures, higher concurrency,
> and robust data integrity.

The data store persists all critical operational information, including:

> Workflow state to enable recovery, retries, and resumable execution

> Agent decisions for traceability and debugging

> Human approvals to support human-in-the-loop workflows

> Tool outputs generated during task execution

> Audit logs for compliance, monitoring, and observability

> Context and memory snapshots to maintain continuity across agent runs

This persistence layer ensures reliability, transparency, and full lifecycle visibility across all agent workflows.