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feat(ai, ai-compaction): ctx.retry() in middleware, and compaction with usage counts, overflow retry, durable records, and background summaries (#1728)

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Resource usage

Average and peak CPU and memory per agent, against its launch template's capacity.

By launch template

  • avg
  • avg → peak
  • over capacity
  • capacity
Launch templateAgentsCPU (avg / peak)Memory (avg / peak)
linux-medium-js4 vCPU 4 GB51 over capacity
144.69% / 312.8% of 400%
1.87 GB / 5.2 GB (over capacity) of 4 GB

Agents

AgentCPU (avg / peak)Memory (avg / peak)Details
Agent 0linux-medium-js4 vCPU 4 GB
156.73% / 293.5%
2.14 GB / 5.2 GB (over capacity)

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