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 Duration 14 hours

Course Outline

Introduction to Devstral and Coding Agent Fundamentals

  • Architectural overview of the Devstral framework.
  • Application of agentic AI concepts in software engineering.
  • Key use cases and value propositions for coding agents.

Preparing the Development Environment

  • Installation and configuration of Devstral components.
  • Aligning Devstral with Python and Git-based workflows.
  • Leveraging Visual Studio Code for IDE support.

Architecting Coding Agents

  • Defining specific agent roles, capabilities, and boundaries.
  • Designing workflows for effective code navigation and refactoring.
  • Implementing robust error handling and rollback mechanisms.

Integrating Tools and External APIs

  • Connecting agents to the broader suite of developer tools.
  • Managing API integrations for third-party services.
  • Applying automation patterns to extend agent functionality.

Implementing Agentic Workflows

  • Automating code exploration and documentation generation.
  • Assisting with automated refactoring and testing cycles.
  • Facilitating collaborative coding sessions with agents.

Security Standards and Best Practices

  • Establishing safe and isolated execution environments.
  • Managing access controls and permission scopes.
  • Monitoring and logging agent activities for auditability.

Scaling and Maintaining Agent Systems

  • Deploying agents across multiple teams and project scopes.
  • Strategies for maintaining and evolving agent workflows.
  • Driving continuous improvement through feedback loops.

Course Summary and Future Directions

Requirements

  • Proficiency in Python programming.
  • Practical experience with modern software development lifecycles.
  • Working knowledge of API interactions and code integration patterns.

Target Audience

  • Machine Learning Engineers.
  • Teams focused on developer tooling and infrastructure.
  • SREs dedicated to enhancing the developer experience.

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