---
id: after-note
title: After note
tags: after, bitforge
links: 
created_at: 2026-05-03T13:00:31.958893+00:00
updated_at: 2026-05-03T13:00:31.958907+00:00
source: 
---

After: the model sees compressed context, relevant retrieval, and a smaller working set.