Ray Fernando configures one Grok Bot agent as the directly responsible coordinator for a software projectA coordinator agent interprets goals, assigns work to other agents, tracks dependencies, and combines or escalates their results.. The agent inspects the repository, creates recurring routines and delegates suitable work to cloud coding agentsAgent orchestration coordinates AI agents, tools, people, tasks, state, and control flow so a larger workflow reaches a verified outcome. instead of waiting for every task to be assigned manually.
Ray Fernando combines this coordinator with Pstack and its more intensive potato mode for difficult engineering tasks. He recommends reserving the heavier workflow for work that needs parallel implementation and verification because applying it to every request can consume enormous numbers of tokens.
Ray Fernando also creates focused agents for pull-request delivery, backend work and authenticationA specialized AI agent is configured for a focused role with task-specific context, tools, models, and permissions.. The main coordinator routes work among them, respects merge dependencies and keeps their internal conversations separate from the human-facing workspace, leaving the developer to concentrate on product behavior and final review.
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