AI · App Development · Git
Beyond the Vibes: Prompt to Production
Make AI-generated code inspectable, rerunnable, deployable, and maintainable.
This class turns AI app-building from a loose prompt into a disciplined lifecycle. Participants scope a small app, inspect the stack, run a prepared local project, track revisions with Git concepts, understand cloud deployment, and prepare maintenance handoff notes. The class stays practical for non-developers while making generated code easier to review and repeat.
Duration2 Days
Who this course is forGovernment professionals, analysts, coordinators, and managers exploring small internal tools, prototypes, local projects, deployment handoff, or maintainable AI-assisted applications.
What you will learn
- Verify PowerShell and editor setup, define the first user and success signal, and keep later features out of scope.
- Identify frontend, backend, data, dependencies, local server, hosting, and logs in a prepared project.
- Run a prepared app locally, make one safe visible change, and record the exact commands for another person.
- Inspect file differences, save meaningful checkpoints, and explain what changed and why.
- Connect local runs, production builds, hosting settings, logs, public URLs, review evidence, and rollback planning.
- Document updates, dependencies, logs, known limits, checks, ownership, and handoff after deployment.
Course modules
- CLI Setup and Scope
- Stack and Setup
- Local Project
- Revisions and Git
- Cloud Deployment
- App Maintenance