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.
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Connect your source
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Configure the sync
Pick the tables, the schedule and the update type: batch, cursor-based incremental or CDC.
Choose your destination
Load into BigQuery, Redshift, Databricks, PostgreSQL, ClickHouse, Amazon S3 and more.
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.
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.
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.
Learn moreFull control over your Linear pipelines
Configure sync frequency and type per table. Erathos uses intelligent UPSERT in PostgreSQL, ensuring data consistency even during reprocessing.
Learn moreEnd-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.
Learn moreBuilding data-driven stories
“Every new source implementation, if I had to do it myself, would take about two or three months. With Erathos, it's done in a few hours. I don't need the skills of a data engineer to generate real value from the company's data.”
“Erathos revolutionized data management at WE. By integrating multiple SaaS tools into a single DW, our technical team now focuses on the core business. We implemented dashboards with insights across every area, enriching our organizational culture and improving our decision-making.”
“We used to have a lot of rework, and now we don't. It's more efficient to work this way. If it's not your core business, hire Erathos. Spend your time modeling your own domain, not someone else's.”
“If I didn't have this infrastructure, I'd need three or four people to do what Erathos does today. I was able to generate real value from my data with a much leaner setup than I thought I'd need. That's the core of building a data-driven culture: the team only uses data when they can trust it.”
“Erathos brought a practical turnaround at CCM. We were able to integrate financial systems, CRM, and processes with BigQuery in just a few clicks, with no technical team required. That gave us a reliable data warehouse that powers automations, dashboards, and even our customer service bots.”
“The robustness and efficiency of Erathos's connectors — whether for Meta, Google, RD Station, or ERPs like Bling and Conta Azul — make the whole process much faster and more reliable. The technical documentation is extremely well put together and intuitive, which makes implementation much easier.”
Other paths for your data
Other destinations for Linear
Other sources that land in PostgreSQL
CRMs, ERPs, ad platforms and databases, all through the same managed pipeline.
Frequently Asked Questions
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.
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.
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.
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.
Yes. Every Erathos connector includes a 14-day free trial. Connect Linear to PostgreSQL and start syncing right away — no credit card required.