Releases a public trace of coding-agent LLM sessions and characterizes workload features including long loops, context lengths, tool diversity, and cache hit rates for serving optimization.
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4 Pith papers cite this work. Polarity classification is still indexing.
4
Pith papers citing it
years
2026 4verdicts
UNVERDICTED 4representative citing papers
CutVerse benchmark evaluates GUI agents on 186 complex media post-production tasks in seven apps and reports 36% success rate for existing models.
OpenGame is the first open-source agentic framework for end-to-end web game creation, using Game Skills and GameCoder-27B to achieve state-of-the-art results on 150 prompts via a new benchmark measuring build health, visual usability, and intent alignment.
ProjGuard monitors agent trajectories with low-dimensional projections to cut unsafe actions from 16% to 3% and raise task completion from 59% to 65% on OS-Harm.
citing papers explorer
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TraceLab: Characterizing Coding Agent Workloads for LLM Serving
Releases a public trace of coding-agent LLM sessions and characterizes workload features including long loops, context lengths, tool diversity, and cache hit rates for serving optimization.
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CutVerse: A Compositional GUI Agents Benchmark for Media Post-Production Editing
CutVerse benchmark evaluates GUI agents on 186 complex media post-production tasks in seven apps and reports 36% success rate for existing models.
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OpenGame: Open Agentic Coding for Games
OpenGame is the first open-source agentic framework for end-to-end web game creation, using Game Skills and GameCoder-27B to achieve state-of-the-art results on 150 prompts via a new benchmark measuring build health, visual usability, and intent alignment.
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ProjGuard: Safety Monitoring for Computer-Use Agents via Low-Dimensional Projections
ProjGuard monitors agent trajectories with low-dimensional projections to cut unsafe actions from 16% to 3% and raise task completion from 59% to 65% on OS-Harm.