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Data teams that ship software-grade releases beat data teams that don't. CI/CD, infrastructure-as-code and observability are how you operate at scale without burning out.
Data teams that ship software-grade releases beat data teams that don't. CI/CD, infrastructure-as-code and observability are how you operate at scale without burning out.
Pipelines, models and dashboards versioned, tested and deployed automatically. Environment promotion with gating.
Terraform modules for cloud platforms. ARM/Bicep where the ecosystem demands it. No clicks in the portal.
Metrics, logs and traces unified. SLOs for data freshness, pipeline success, dashboard render time.
Runbooks, on-call rotations, blameless post-mortems.
Azure DevOps CI/CD pipelines monitored and expanded. SQL scripts and ADF pipelines created. Power Platform integrated.
Automated Python scripts with CI/CD pipelines for developers. MS Fabric integrated with Power Automate.
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