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agent/papers/items/2026-2606-30524-the-illusion-of-agentic-complexity-in-readme-md-generation-evaluating-single-age.md
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# Paper: The Illusion of Agentic Complexity in README.md Generation: Evaluating Single-Agent vs. Multi-Agent RAG Systems
---
type: paper
title: "The Illusion of Agentic Complexity in README.md Generation: Evaluating Single-Agent vs. Multi-Agent RAG Systems"
authors: Abu Saleh, Tesfay Welegebreal Tesfay, Phuong T. Nguyen, Juri Di Rocco, Muhammad Umar Zeshan, Davide Di Ruscio
year: 2026
venue: arXiv
url: https://arxiv.org/abs/2606.30524
code_url:
source: arxiv
collected_at: 2026-07-08
published_at: 2026-06-29
updated_at: 2026-07-01
status: queued
relevance: high
topics:
- agent-evaluation
- coding-agent
- computer-use
- multi-agent
- planning
- rag
methods:
-
benchmarks:
-
models:
-
datasets:
- cs.SE
related_concepts:
-
related_jobs:
-
related_experiments:
-
related_projects:
-
collection_score: 21
collection_queries: multi-agent-llm, rag-agent
---
## One-line Takeaway
Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.
## Why Collected
- matched queries: multi-agent-llm, rag-agent
- inferred topics: agent-evaluation, coding-agent, computer-use, multi-agent, planning, rag
- arXiv categories: cs.SE
- collection score: 21
## Review Checklist
- Does this paper directly inform Agent architecture, evaluation, memory, tools, safety, coding agents, GUI/browser agents, or multi-agent workflows?
- Does it include a benchmark, dataset, code, or reproducible experimental setup?
- Should it be promoted from `queued` to `skimmed` or `summarized`?
## Links
- arXiv: https://arxiv.org/abs/2606.30524