TraceView organizes agentic APR trajectories into Thought-Action-Result components for semantic labeling and renders them as interactive graphs, with a user study showing improved scanability and understanding for five researchers.
Proceedings of the AAAI Conference on Artificial Intelligence39(28), 29634–29636 (2025)
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Ada is a scoped apparatus that records SWE-agent trajectories in real repositories and applies observation lenses to project navigation, evidence selection, synthesis, grounding, and stopping behaviors across 408 runs.
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TraceView: Interactive Visualization of Agentic Program Repair Trajectories
TraceView organizes agentic APR trajectories into Thought-Action-Result components for semantic labeling and renders them as interactive graphs, with a user study showing improved scanability and understanding for five researchers.
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Projecting the Emerging Mindset of SWE Agent by Launching a Wild Code Understanding Journey
Ada is a scoped apparatus that records SWE-agent trajectories in real repositories and applies observation lenses to project navigation, evidence selection, synthesis, grounding, and stopping behaviors across 408 runs.