# Linear + Redshift

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

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

Linear is a modern software development management platform that centralizes planning, tracking, and product delivery in one place. Designed for engineering and product teams, Linear combines issue tracking, sprint management, roadmaps, and workflows into a fast and minimalist interface, helping teams maintain focus, speed, and consistency in their development.

With Erathos, your Linear data lands in Redshift ready for analytics at scale within the AWS ecosystem, merging with other sources your team already centralizes in your cluster.

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

The integration automatically syncs Linear's core objects:

- **Projects** status, owners, dates, and settings
- **Tasks and subtasks** priority, status, estimates, and assignees
- **Sprints** dates, velocity, and planning data
- **Members** users, roles, and workload
- **Comments** history of discussions and decisions
- **Custom fields** properties and tags customized by the team

### Why sync Linear with Redshift?

In Redshift, you analyze Linear data at scale within the AWS ecosystem, combining it with other sources already centralized in your cluster.

### 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 Redshift costs predictable. You choose the sync frequency (from 5 minutes to daily), the objects to sync, and the destination dataset. Every run is logged with full observability: execution time, rows processed, errors with context, and instant alerts via Slack or email if anything goes wrong.

## Data in your data warehouse in minutes

### Ready-to-use Linear connector

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

### Full control over your Linear pipelines

Configure sync frequency and type by table. Incremental sync for Redshift — only new records are processed on each run, without reprocessing everything from scratch.

### 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.

## Centralizing Linear data in Redshift 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 Redshift—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.

### What data from Linear does Erathos sync to Redshift?

Erathos syncs Projects, Tasks, Subtasks, Members, Sprints, Statuses, and Comments from Linear to Redshift. Custom fields, tags, and task dependencies created by the team are also exported.

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

You can set sync frequency at the table level, from every 5 minutes up to daily. Erathos uses incremental sync—only new or updated records are processed on each run—keeping the Linear pipeline efficient and Redshift 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 Redshift and start syncing right away — no credit card required.