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Course overview

Agent Memory

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1 · How agents remember

1Memory types for agents
2The context window as working memory
Exercise answers
- Answer: Measure fact drift across repeated compaction
- Answer: Re-inject matter state after compaction in Claude Code
3Files, skills and memory tools
4Memory frameworks and benchmarks

2 · Memory in production

5Scoping, retention and erasure
6Write, update and forget
7Shared state and memory poisoning
8Evaluating memory

CapstoneA memory layer for a 12-week case Reference implementation

Answers Lesson 2: The context window as working memory

Step-by-step answer

Stretch 30–45 min6 steps

Re-inject matter state after compaction in Claude Code

Back to the exercise

Previous answerMeasure fact drift across repeated compaction Next answer Build and attack a per-matter memory-tool handler

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