mlsanityData to 14 Oct 2026

Graphectory Viewer: A Tool for Process-Centric Analysis of Agentic Software Trajectories

arXiv 2608.17195 ↗First posted 17 Aug 2026cs.SE cs.AIcited by 1

On the map: LLM agents and tool use → Software engineering coding agents

Abstract (arXiv)

We present Graphectory Viewer, a web-based tool for interactive, process-centric analysis of software-agent trajectories. Building on the Graphectory representation introduced in our previous work, Graphectory Viewer transforms heterogeneous raw trajectories into phase-aware graphs that connect low-level execution details with higher-level behavioral structures. The tool supports trajectories from multiple agent frameworks and provides interactive graph construction; node-level inspection of thoughts, actions, and observations; search and filtering over large trajectory collections; and Sankey-style summaries of problem-solving phase transitions. These capabilities enable researchers and practitioners to inspect individual executions, identify recurring behavioral patterns, compare successful and failed runs, and analyze large trajectory corpora beyond final task outcomes. To support reproducibility and further research, we release Graphectory Viewer as an open-source artifact together with documentation, precomputed graphs, and the large-scale trajectory corpus.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Placed in Software engineering coding agents, one of 16 directions in LLM agents and tool use. Builds on 12 of its 23 references that are in the map. First posted on arXiv 17 Aug 2026.

Builds on

12 of 23 references.

Closest ancestors · 7

Same direction, newest first

  1. 2026Agentic Rubrics as Contextual Verifiers for SWE Agents7 Jan
  2. 2025Agentic Software Issue Resolution with Large Language Models: A Survey24 Dec
  3. 2025Process-Centric Analysis of Agentic Software Systems2 Dec
  4. 2025AI Agentic Programming: A Survey of Techniques, Challenges, and Opportunities15 Aug
  5. 2025SeaView: Software Engineering Agent Visual Interface for Enhanced Workflow11 Apr
  6. 2025Interactive Debugging and Steering of Multi-Agent AI Systems3 Mar
  7. 2024AgentLens: Visual Analysis for Agent Behaviors in LLM-based Autonomous Systems14 Feb

Other references · 5

  1. 2025Survey on Evaluation of LLM-based Agentscited by 204
  2. 2026The 2025 AI Agent Index: Documenting Technical and Safety Features of Deployed Agentic AI Systemscited by 30
  3. 2025Beyond Task Completion: An Assessment Framework for Evaluating Agentic AI Systemscited by 8
  4. 2025CIFE: Code Instruction-Following Evaluationcited by 2
  5. 2026Beyond Task Success: An Evidence-Synthesis Framework for Evaluating, Governing, and Orchestrating Agentic AIcited by 2

Built on by

Cited by year (2026 to 14 Oct)

Citing papers per year: 2026: 1.

1 paper.

Similar, not cited

Close in wording, no citation either way

  1. 2026TraceView: Interactive Visualization of Agentic Program Repair Trajectories
  2. 2026Agent ATO: Visualizing Agent Interaction Timelines from Logs
  3. 2026Projecting the Emerging Mindset of SWE Agent by Launching a Wild Code Understanding Journey
  4. 2026Agent trajectories as programs: fingerprinting and programming coding-agent behavior
  5. 2025Understanding Code Agent Behaviour: An Empirical Study of Success and Failure Trajectories
  6. 2026Beyond the 'Diff': Addressing Agentic Entropy in Agentic Software Development
  7. 2026Leveraging Trajectory Graphs for Pre-Execution Error Diagnosis in Agentic LLM Systems
  8. 2026GUIDE: Interpretable GUI Agent Evaluation via Hierarchical Diagnosis