Ray Fernando describes testing Cappy’s captain-based workflow as an alternative way to coordinate coding workAgent orchestration coordinates AI agents, tools, people, tasks, state, and control flow so a larger workflow reaches a verified outcome.. Ray Fernando says a long-running central conversation can create task threads, delegate to agentsAI agent delegation assigns a bounded task, context, authority, and expected result from one participant to an agent or another agent. and connect work with pull requests and review. These are observations from his own early use rather than an independent reliability assessment.
Ray Fernando contrasts visual orchestration with terminal-oriented tools, and describes using cloud or personally available machines for different tasks. Ray Fernando’s main concern is maintaining a persistent coordinatorA stateful agent preserves task information across multiple events and model calls so its AI behavior can continue coherently over time. without extensive manual setup. Promotional invitations and unverified claims that unattended work is automatically safe are omitted.
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