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Throughline

Builds a knowledge brain over your real engineering work. An agentic writer drafts posts in your voice, and an independent critic scores every draft before you see it. Nothing auto-posts — you stay the editor.

Throughline's knowledge brain — a network of connected notes built from real engineering work

How it works

  • Retrieval grounds every post in a real note from your own knowledge base, so drafts cite what you actually shipped instead of inventing it.
  • An independent critic model scores each draft 0–100 and sends weak ones back to be rewritten before a human ever sees them.
  • A review queue keeps the human as editor — nothing is published automatically.
  • One knowledge brain feeds several output modes: trend-grounded posts, trending-repo commentary, free-form drafts, and grounded comments.

Stack

Next.jsTypeScriptClaudeRAGAgentic Workflows

Role — Founder & Engineer

Building something like this?

I build AI-powered products that ship to production — RAG pipelines, agentic workflows and the full-stack systems around them.

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