---
title: "Discussion on \"Preventing Multi-Session Amnesia in Coding Agents: Prose Summaries vs. a 3-Artifact Shift-Handover Harness (-95.2% Input Tokens)\" | Hashnode"
description: "Discussion on \"Preventing Multi-Session Amnesia in Coding Agents: Prose Summaries vs. a 3-Artifact Shift-Handover Harness (-95.2% Input Tokens)\". 💡 AI Labo Benchmark Series — Experiment E36 (Multi-Session Continuity & State Handover)\nThis post is part of our empirical benchmark series testing AI coding agent harness patterns inside network-iso"
url: "https://hashnode.com/posts/e36-shift-handover-harness/6af87017f683c6103ae7a30a"
---

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# [Preventing Multi-Session Amnesia in Coding Agents: Prose Summaries vs. a 3-Artifact Shift-Handover Harness (-95.2% Input Tokens)](https://tappers.hashnode.dev/e36-shift-handover-harness?utm_source=hashnode&utm_medium=feed)

💡 AI Labo Benchmark Series — Experiment E36 (Multi-Session Continuity & State Handover) This post is part of our empirical benchmark series testing AI coding agent harness patterns inside network-iso

17h ago · 6 min read · tappers.hashnode.dev  
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