Kyle Jaejun Lee describes a personal fleet running across a MacBook and two always-on Linux machines. Adding agents initially made the human operator responsible for scheduling, shared memory and review. A hierarchy of scoped agents reduces that attention burden by passing limited context down and completed work back up.
Kyle Jaejun Lee stores missions, status and handoffs in per-agent workspaces rather than relying solely on conversation history. A review gateway blocks proposed work until human approval and then resumes it automatically. These are features of the system described, not proof that resetting context always preserves every important detail.
Kyle Jaejun Lee recounts failures involving crowded terminal panes, exhausted memory, crossed credentials and laptop outages. Separate environments, machine-specific directories, Git-based handoffs and a gateway on an always-on host address parts of those problems. Shared changes use pull requests to reduce silent divergence.
Kyle Jaejun Lee still identifies unresolved consistency, local-tool access, secure credential handoff and scheduling problems. Kubernetes is presented as a direction for infrastructure reuse beneath a dedicated orchestration layer, not a completed solution to all cross-machine coordination.
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