TBM Brain

Searchable index of ~440 posts from "The Beautiful Mess" newsletter (2020-2026). Three-tier retrieval keeps token usage low.

Retrieval flow

Tier 1: Route via clusters

Read data/clusters.json (~600 tokens). Each entry has id, label, and post_ids. Match the user's query to 1-3 clusters by label.

Cluster quick reference: