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blog: Your AWS Strands Agent Forgets Everything Between Runs. Here's the Fix.#685

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benfrank241 merged 6 commits intomainfrom
blog/strands-persistent-memory
Mar 25, 2026
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blog: Your AWS Strands Agent Forgets Everything Between Runs. Here's the Fix.#685
benfrank241 merged 6 commits intomainfrom
blog/strands-persistent-memory

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Summary

New blog post covering hindsight-strands — persistent long-term memory for AWS Strands agents.

  • Covers create_hindsight_tools(), memory_instructions(), global config, tag scoping, and selective tool enabling
  • 5 pitfalls: agent tool-calling behavior, bank_id consistency, asyncio conflicts, blocking initialization, reflect cost
  • Tradeoffs vs. DynamoDB, Amazon Bedrock AgentCore Memory, and LangChain memory primitives
  • All code examples validated against the installed package
  • Cross-links to the CrewAI and LangGraph integration posts

🤖 Generated with Claude Code

benfrank241 and others added 6 commits March 25, 2026 09:41
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
@benfrank241 benfrank241 merged commit d344ef2 into main Mar 25, 2026
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