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[FEATURE] Support durable task store and event queue #532

@jer96

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@jer96

Problem Statement

I would like the A2A server for Strands to support an external durable storage for tasks and events.

Proposed Solution

(options)

  1. Extensible interface to allow customers to plug in their own storage systems
  2. Native integrations with S3 or DynamoDB

Use Case

A couple customers have been asking about this, I assume the main use case is durability and resilience (customers don't want their agent's losing state during deployments or scaling events in containerized applications).

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