Memory, State, and Evaluation

  • Module
  • 8 Units
Intermediate
DevOps Engineer
Administrator
Developer
Solution Architect
GitHub

Learn how to manage agent memory and state, persist progress across environments, and evaluate agent behavior using clear success signals.

Learning objectives

By the end of this module, you'll be able to:

  • Learn agent memory strategies using short-term, long-term, and external memory
  • Learn how to maintain and persistent agent state and manage context drift
  • Learn how to manage agent state across tools and environments
  • Understand agent evaluation signals and success criteria

Prerequisites

  • A GitHub account
  • Basic understanding of repositories, branches, and pull requests
  • Familiarity with GitHub Actions
  • General understanding of agent workflows in GitHub, IDE, or CLI environments
Start