Integrated Workflow: Microsoft Azure DevOps, Posit Workbench, Posit Connect

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" summary

An integrated pipeline uses Microsoft Azure DevOps for two-week sprints and Git repositories, Posit Workbench as interactive development with only two concurrent workbenches, and Posit Connect to schedule and run heavy jobs on servers (one example has 251 GB RAM). Routine reports and Shiny apps deploy from repos to Connect, which cuts a long script from over an hour to about 10 minutes, sends automated emails via blastula, and is monitored by a data-processing monitoring app with error-logging so failures are detected and traced to the failing script line.

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