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Choicescout
A production multi-agent content system. Specialized agents (book, tech, fitness) research, write, and publish affiliate reviews.
Multi-agent system for affiliate content — built around the kind of scaffolding an LLM can't reliably enforce on its own.
A Node.js scaffold handles the parts the LLMs aren't reliable at on their own — schema enforcement, retries, and error reporting routed back to a Discord channel for monitoring.
The hybrid Claude/Gemini pipeline brings article cost to roughly $0.50, against $2.50 for Opus alone — a five-fold reduction that makes the economics work.
About 95% of traffic comes from LLM researchers rather than traditional SEO, so the content is effectively being read by other agents.
Choicescout · Live
