---
title: "Discussion on \"Stopping Edit-Test Thrashing Across Coupled Modules: Sequential Single-File Edits vs. Atomic Multi-File Batches (2.26x Faster)\" | Hashnode"
description: "Discussion on \"Stopping Edit-Test Thrashing Across Coupled Modules: Sequential Single-File Edits vs. Atomic Multi-File Batches (2.26x Faster)\". 💡 AI Labo Benchmark Series — Experiment E23 (Edit Primitives & Cross-Module Transactions)\nThis post is part of our empirical benchmark series testing AI coding agent harness patterns inside network-i"
url: "https://hashnode.com/posts/e23-atomic-multifile-batch-edit/6af32cae65b9d010ed823145"
---

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# [Stopping Edit-Test Thrashing Across Coupled Modules: Sequential Single-File Edits vs. Atomic Multi-File Batches (2.26x Faster)](https://tappers.hashnode.dev/e23-atomic-multifile-batch-edit?utm_source=hashnode&utm_medium=feed)

💡 AI Labo Benchmark Series — Experiment E23 (Edit Primitives & Cross-Module Transactions) This post is part of our empirical benchmark series testing AI coding agent harness patterns inside network-i

1d ago · 7 min read · tappers.hashnode.dev  
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