Architecting a Team of Autonomous Digital Employees (technical Guide)
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Dec 19, 2025 at 12:46 PM EST
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Most people fail with agents because they use "Open Loops" (e.g., "Go write 10 tweets"). We found that reliable production requires "Closed Loops" with a critique step:
Research Phase (Reasoning model) Drafting Phase (LLM) Critique Phase (Reviewer Agent that rejects output < 9/10 score) This post details the full system architecture, the 3-agent org chart, and the actual system prompts we use to run this autonomously.