agent/papers/items/2026-2607-06624-agentlens-production-assessed-trajectory-reviews-for-coding-agent-evaluation.md

Paper: AgentLens: Production-Assessed Trajectory Reviews for Coding Agent Evaluation

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type: paper title: "AgentLens: Production-Assessed Trajectory Reviews for Coding Agent Evaluation" authors: Andrey Podivilov, Vadim Lomshakov, Sergey Savin, Matvei Startsev, Roman Pozharskiy, Maksim Parshin, Sergey Nikolenko year: 2026 venue: arXiv url: https://arxiv.org/abs/2607.06624 code_url: source: arxiv collected_at: 2026-07-27 published_at: 2026-07-14 updated_at: 2026-07-14 status: queued relevance: high topics:

• agent-evaluation
• coding-agent
• planning
• tool-use methods:

benchmarks:

models:

datasets:

• cs.AI related_concepts:

related_jobs:

related_experiments:

related_projects:

collection_score: 19 collection_queries: agent-evaluation, coding-agent

One-line Takeaway

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

Why Collected

• matched queries: agent-evaluation, coding-agent
• inferred topics: agent-evaluation, coding-agent, planning, tool-use
• arXiv categories: cs.AI
• collection score: 19

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/2607.06624