// Hacker Noon · 26 February 2026

A Practical Guide to Multi-Agent Swarms and Automated Evaluation for Content Analysis

This guide builds a content analysis system using Strands multi-agent swarms (sentiment, toxicity, and analysis agents via Ollama Llama 3.1), plus automated evaluation with LLM as judge scoring correctness and relevance.

Hacker Noon

@hacker-noon · Anil Malakar

hackernoon.com

Hacker Noon@hacker-noon