agent/papers/items/2026-2607-14456-beyond-generalist-llms-specialist-agentic-systems-for-structured-code-workflow-e.md

Paper: Beyond Generalist LLMs: Specialist Agentic Systems for Structured Code Workflow Execution

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type: paper title: "Beyond Generalist LLMs: Specialist Agentic Systems for Structured Code Workflow Execution" authors: Harris Borman, Herman Wandabwa, Fusun Yu, Sandeepa Kannangara, Justin Liu, Anna Leontjeva, Ritchie Ng year: 2026 venue: arXiv url: https://arxiv.org/abs/2607.14456 code_url: source: arxiv collected_at: 2026-07-27 published_at: 2026-07-15 updated_at: 2026-07-15 status: queued relevance: high topics:

• tool-use
• workflow-agent methods:

benchmarks:

models:

datasets:

• cs.SE related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 13 collection_queries: agentic-ai, tool-use

One-line Takeaway

Auto-collected from arXiv because it matched the Agent collection queries. Needs human skim.

Why Collected

• matched queries: agentic-ai, tool-use
• inferred topics: tool-use, workflow-agent
• arXiv categories: cs.SE
• collection score: 13

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/2607.14456