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Coders In Hoods

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Coaching for teams

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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
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
Exercise answers
- Answer: Run a memory ablation on synthetic matters
- Answer: Model memory cost for your session pattern

CapstoneA memory layer for a 12-week case Reference implementation

Answers Lesson 8: Evaluating memory

Step-by-step answer

Core 90–120 min7 steps

Run a memory ablation on synthetic matters

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Previous answerRed-team persistence across sessions Next answer Model memory cost for your session pattern

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