# Hermes: Chain-of-LLM Agents for Autonomous Network Modeling

> A chain of specialized LLM agents using structured YAML blueprints achieves 82.5% success rate for autonomous network modeling - a 3.3x improvement over chain-of-thought on the same GPT-4o model. The harness thesis gets its domain-specific proof.

Canonical URL: https://kravhal.kcsatish.com/insights/week-28
Edition: Week 15
Tags: Agents, Transformers, LLMs
Reading time: 8 min read

---

This is a mirror of an article first published in the AI & Automation Chronicle.

Full text with the original formatting: https://chronicle.kcsatish.com/posts/week-28
Markdown of the original: https://chronicle.kcsatish.com/posts/week-28.md
Structured JSON of the original: https://chronicle.kcsatish.com/api/v1/posts/week-28.json

Cite the Chronicle as the publication of record for the research claims in this article.