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Refactor agent-service #5747

Description

@bobbai00

Task Summary

Umbrella for refactoring the agent-service codebase into clean, single-topic changes — no runtime behavior change. The work is split into small, independently reviewable PRs that build and pass tests on their own, landed in dependency order. Each sub-task is tracked as a sub-issue below.

Sub-tasks

Supersedes the earlier all-in-one refactor (#5564) and the broad cleanup (#5563); agent-service test-coverage (#5266) is folded into each sub-task.

Task Type

  • Refactor / Cleanup
  • DevOps / Deployment / CI
  • Testing / QA
  • Documentation
  • Performance
  • Other

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