# Linear + PostgreSQL

> Integrate Linear tasks, sprints, and projects into PostgreSQL with Erathos. Centralized productivity data, always up to date, and ready for analysis.

Source: https://www.erathos.com/en/pipelines/linear-postgresql
Em português: https://www.erathos.com/pipelines/linear-postgresql

Linear is a modern software development management platform that centralizes product planning, tracking, and delivery in one place. Built for engineering and product teams, Linear combines issue tracking, sprint management, roadmaps, and workflows in a fast, minimalist interface, helping teams stay focused, move quickly, and keep development consistent.

With Erathos, you can integrate Linear data into Postgres in just a few minutes. Our platform handles the entire data movement process to your analytics environment and lets you join that data with other sources in your Data Warehouse. That way, your time goes to what truly creates value — uncovering actionable insights and making more data-driven decisions.

### What Linear data does Erathos sync to PostgreSQL?

The integration automatically syncs Linear's main objects:

- **Projects** — status, assignees, dates, and settings
- **Tasks and subtasks** — priority, status, estimates, and assignees
- **Sprints** — dates, velocity, and planning data
- **Members** — users, roles, and workload
- **Comments** — discussion and decision history
- **Custom fields** — team-defined custom properties and tags

### Why sync Linear with PostgreSQL?

Linear reports show project progress, but not business impact. In PostgreSQL, you can connect productivity data with product, revenue, and customer satisfaction metrics — calculating delivery cycle time, identifying systemic bottlenecks, and correlating execution speed with business outcomes.

### How it works

Erathos connects to Linear via the official API and syncs your data incrementally — only new or updated records are processed on each run, keeping pipelines fast and PostgreSQL costs predictable. You choose the sync frequency (from every 5 minutes to daily), the objects to sync, and the destination dataset. Each run is logged with full observability: execution time, rows processed, context-rich errors, and instant alerts via Slack or email if something goes wrong.

## Data in your data warehouse in minutes

### Ready-to-use Linear connector

Connect Linear to PostgreSQL and automatically export issues, projects, sprints, and members. Centralized productivity data for analysis — no CSVs or scripts.

### Full control over your Linear pipelines

Configure sync frequency and type per table. Erathos uses intelligent UPSERT in PostgreSQL, ensuring data consistency even during reprocessing.

### End-to-end observability

Stop finding out about Linear failures only after the business team complains. Every run is logged with runtime, rows processed, and error context. Get automatic alerts via Slack, Discord, or email the moment something goes off track — with fresh productivity data always ready for your sprint reports.

## Bringing Linear data into PostgreSQL has never been easier

Erathos is a data ingestion platform for operations and data teams. With the Linear connector, you can automatically export tasks, projects, sprints, and productivity data to PostgreSQL — centralizing productivity data and making it ready for analysis.

## FAQ

### What is Erathos, and how can it help my company?

Erathos is a data ingestion platform built for reliability, transparency, and control. We help data teams connect tools like Linear to their data warehouse — with full observability into every run, zero maintenance, and none of the black-box behavior you get with traditional market tools.

### Which Linear data does Erathos sync to PostgreSQL?

Erathos syncs Projects, Issues, Sub-issues, Members, Sprints, Statuses, and Comments from Linear to PostgreSQL. Custom fields, tags, and task dependencies created by the team are also exported.

### How often does Erathos sync data from Linear to PostgreSQL?

You can configure sync frequency from every 5 minutes up to daily, at the table level. Erathos uses incremental sync — only new or updated records are processed on each run, keeping the Linear pipeline efficient and PostgreSQL costs predictable.

### What happens if a Linear sync fails?

Erathos automatically detects failures and sends alerts to your email, Slack, or Discord with full context — not just "job failed." Smart retries handle transient errors, and every run is logged with runtime, rows processed, and error context so your team can debug in minutes, not hours.

### Is there a free trial for the Linear connector?

Yes. Every Erathos connector includes a 14-day free trial. Connect Linear to PostgreSQL and start syncing right away — no credit card required.