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Course Outline

Introduction to Devstral and Coding Agents

  • Overview of the Devstral architecture.
  • Agentic AI concepts applied to software engineering.
  • Key use cases for coding agents.

Setting Up the Development Environment

  • Installing and configuring Devstral.
  • Integration with Python and Git workflows.
  • IDE support utilizing Visual Studio Code.

Designing Coding Agents

  • Defining agent roles and core capabilities.
  • Workflow design for code navigation and refactoring.
  • Strategies for error handling and rollback.

Tool and API Integration

  • Connecting agents to existing developer tools.
  • Integrating APIs for external services.
  • Automation patterns leveraging coding agents.

Agentic Workflows in Practice

  • Code exploration and automated documentation generation.
  • Assisted automated refactoring and testing.
  • Collaborative coding practices with agents.

Security and Best Practices

  • Establishing safe execution environments.
  • Managing access controls and permissions.
  • Monitoring and logging agent actions.

Scaling and Maintaining Coding Agents

  • Deploying agents across teams and projects.
  • Maintaining and updating agent workflows.
  • Continuous improvement through feedback loops.

Summary and Next Steps

Requirements

  • Strong proficiency in Python.
  • Practical experience with software development workflows.
  • Familiarity with APIs and code integration techniques.

Target Audience

  • ML engineers.
  • Developer-tooling teams.
  • SREs focused on developer experience.
 14 Hours

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