agent/papers/items/2026-2606-11869-agents-all-the-way-down-a-methodology-for-building-custom-ai-agents-from-substra.md

Paper: Agents All the Way Down; A Methodology for Building Custom AI Agents from Substrate to Production

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type: paper title: Agents All the Way Down; A Methodology for Building Custom AI Agents from Substrate to Production authors: Marc Alier Forment, Juanan Pereira, Francisco José García-Peñalvo, María José Casañ Guerrero year: 2026 venue: arXiv url: https://arxiv.org/abs/2606.11869 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-06-10 updated_at: 2026-06-10 status: queued relevance: high topics:

• agent-safety
• coding-agent
• multi-agent
• tool-use methods:

benchmarks:

models:

datasets:

• cs.SE
• cs.AI related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 15 collection_queries: function-calling

One-line Takeaway

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

Why Collected

• matched queries: function-calling
• inferred topics: agent-safety, coding-agent, multi-agent, tool-use
• arXiv categories: cs.SE, cs.AI
• collection score: 15

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/2606.11869