agent/papers/items/2026-2602-10133-agenttrace-a-structured-logging-framework-for-agent-system-observability.md

Paper: AgentTrace: A Structured Logging Framework for Agent System Observability

---

type: paper title: "AgentTrace: A Structured Logging Framework for Agent System Observability" authors: Adam AlSayyad, Kelvin Yuxiang Huang, Richik Pal year: 2026 venue: arXiv url: https://arxiv.org/abs/2602.10133 code_url: source: arxiv collected_at: 2026-07-08 published_at: 2026-02-07 updated_at: 2026-02-07 status: queued relevance: high topics:

• agent-evaluation
• agent-safety
• reasoning
• tool-use methods:

benchmarks:

models:

datasets:

• cs.SE
• cs.AI related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 13 collection_queries: agent-safety

One-line Takeaway

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

Why Collected

• matched queries: agent-safety
• inferred topics: agent-evaluation, agent-safety, reasoning, tool-use
• arXiv categories: cs.SE, cs.AI
• 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/2602.10133