Lessons I learned building a memory-aware agent with Amazon Bedrock AgentCore Runtime

Lessons I learned building a memory-aware agent with Amazon Bedrock AgentCore Runtime When I started building an agent with Amazon Bedrock AgentCore Runtime, I thought the difficult parts would be model selection, tool wiring, and deployment. Those certainly mattered, but the part that shaped the quality of the agent most was memory. The first version of the agent could answer single prompts well enough, but it did not behave like a real multi-turn system. Follow-up questions were brittle. The a