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AI Coding Workflows: From Cloud to Local

This repository contains the companion code for the DeepLearning.AI AI Coding Workflows course. It includes the project specifications, Python dependencies, and custom implementer-agent configuration you’ll use to build a simple Python web app throughout the course.

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How to use this repo

The simplest way to take this course is to follow the videos in order, using the same project throughout.

The files in specs/ provide a consistent brief for the Python web app you’ll build repeatedly using different combinations of coding agents, cloud models, and local models. After each build, you’ll review and test the result before returning the project to a clean state for the next workflow.

Additional files are introduced as the course progresses, including the custom OpenCode implementer configuration used in the local-model lessons.

Repository contents

Path Purpose
specs/mission.md Describes the app, its purpose, and the experience it should provide
specs/tech-stack.md Records the required technologies and implementation constraints
specs/roadmap.md Breaks the app into phases that coding agents can plan and implement
.opencode/agents/implementer.md Defines the custom implementer subagent used in the local-model lessons
requirements.txt Lists the Python packages required by the project
.gitignore Excludes virtual environments, Python cache files, local configuration, and editor files from Git

Prerequisites

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Course materials for the AI Coding Workflows course, built in partnership with JetBrains

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