Data Integration for Software Development

Centralize data from GitHub, Jira, Jenkins, and monitoring tools to track DORA metrics and drive engineering excellence.

Industry-Specific Outcomes

Track DORA metrics across deployment frequency and MTTR

Build engineering productivity dashboards with unified tooling data

Optimize CI/CD pipelines with build and deployment analytics

Automate incident response with integrated monitoring and ticketing

Monitor technical debt across code quality and test coverage

Popular Connector Workflows

Source System
Destination
Use Case
GitHub
BigQuery
Track DORA metrics and deployment frequency
GitLab
Snowflake
Analyze code review velocity and merge patterns
Jira
BigQuery
Monitor sprint velocity and team delivery metrics
Jenkins
Snowflake
Optimize CI/CD build times and pipeline costs
PostgreSQL
BigQuery
Centralize application metrics for incident analysis

Software Development Stack Architecture

Integrate version control, CI/CD tools, project management, and monitoring systems into centralized analytics platforms for DORA metrics.

Cart considered acquiring another company to solve our foundational ELT needs and bootstrap our data products line. After due diligence, we decided it wasn't part of our core value proposition. It was better to partner with Airbyte, rather than take on this burden ourselves. Ever since, we've been able to focus on transformative innovation in the retail data space, rather than ELT.
Chase Zieman
,
Chief Data Officer & Co-founder
,
Cart.com

Compliance Considerations

  • SOC 2 Type II for enterprise customer requirements

  • ISO 27001:2022 information security management

  • GDPR compliance for EU personal data processing

  • End-to-end encryption with role-based access controls

Recommended Connectors

See all connectors

GitHub

version control, code repositories, pull request analytics

Jira

issue tracking, sprint planning, agile project management

Sentry

error tracking and application monitoring

Datadog

application performance monitoring, metrics, and logs

Snowflake destination

data warehouse for development analytics

Postgres destination

operational database for dev metrics

Related Resources

Developer Productivity Analytics Stack with GitHub, Airbyte, dbt, Dagster and BigQuery

GitHub Insights Stack with Airbyte, dbt, Dagster and BigQuery

How Airbyte Aligns with Software Engineering Best Practices

CI CD Pipelines

Accelerate Engineering Performance Insights

Move faster with secure, compliant, and open-source data integration.