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

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" summary

An operational pipeline using Microsoft Azure DevOps, Posit Workbench, and Posit Connect organizes work with a sprint board and two-week sprints, moves code through Git repositories and branches for safe collaboration, and offloads heavy jobs to Connect servers with 251 GB RAM, cutting typical runs from over an hour to about 10 minutes. Automation schedules reports and Shiny apps, a monitoring app plus error-email alerts (blastula) surfaces failures and points to failing script lines for faster fixes.

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" chapters (9)

1. 0:00Introduction to the workflow
2. 0:30Public health data challenges
3. 1:39Prioritization with Azure
4. 3:00Sprint board implementation
5. 4:16Collaboration using Git
6. 5:40Version control and branching
7. 6:41Automation with RStudio Connect
8. 7:52Scaling and scheduling
9. 9:18Monitoring and final results

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