Self orchestration vs Full autonomous

SELF ORchestration

Self orchestration is when you control the Agents by hand. I like to do this when I want to keep utmost control of the Agents and study their behaviour, allowing me over weeks to calibrate the AI’s guiding principles (CLAUDE.md) for a certain task.

I like to open 3+ Claude screen, I will have one Agent writing code and two other Agents running code reviews. Each Agent will have access to sub-Agents and what I call “the council”.

  • Karen (harsh code reviewer)
  • Edd (finds edge cases where code can break)
  • Mentor (Long term thinker – added after I saw short-termism “amougst the previous 3 agents”just get the code to pass” mentality)
  • Compliance agent which I invoke for “night runs” (autonomous runs while I sleep)

I have the follow guards in case sub-Agents go rogue (written in my CLAUDE.md)

  • sub-Agents are not allowed to WRITE
  • nor web search (situation arises where you get 10 agents all going to the same website downloading PDFs)
  • Main Agent must kill any Agents that attempt to write immediately

Full autonomous

Students engaged in a hands-on chemistry experiment with a teacher in a classroom setting.

Fully autonomous runs can happen once you:

  • have iteratively created the perfect CLAUDE.md file (principles document) via self orchestration and monitoring of the Agent
  • have curated and calibrated the sub-Agent team
  • ensure environment contained and all files are backed up
  • have provided the agents with adequate reference materials

Personally, I only used fully Autonomous runs for code migrations where the Agents have access to the old code project so cant really go way off task

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2021

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