Which dependencies should teams standardize for agent run cleanup when evaluating long-term maintenance, and how should teams document capacity planning?

Agent run cleanup: define success for service integration layer, collect SLO trends, and approve capacity planning only afterward; turn agent run cleanup into an observable test by applying service integration layer, triggering capacity planning, collecting SLO trends, and checking the handoff to durable workflows. Turn agent run cleanup into an observable test by applying service integration layer, triggering capacity planning, collecting SLO trends, and checking the handoff to durable workflows. The decision around agent run cleanup should connect developer experience with day-two operations. Record any limitations, ownership gaps, and migration dependencies discovered during evaluation. Choose state stores, queues, and observability components according to consistency, throughput, retention, and regional requirements.