Matt Steiner
2 indexed papers
Recent (6 mo)
2With code
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226
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AI×2Databases×1Multiagent×1Software Eng.×1
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Research Timeline
2026
Automating Low-Risk Code Review at Meta: RADAR, Risk Calibration, and Review Efficiency
The paper introduces RADAR, a risk-aware automated code review system, demonstrating that it can significantly reduce review bottlenecks and improve efficiency for AI-generated code without compromising production safety.
Experience Graphs: The Data Foundation for Self-Improving Agents
This paper proposes Trellis, a data foundation that treats experience graphs from long-horizon agentic tasks as first-class, governed, queryable database state.
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Papers
cs.DBcs.AIcs.MAEmpiricalRecentJun 29, 2026
Experience Graphs: The Data Foundation for Self-Improving Agents
Gang Liao, Yujia He, Abdullah Ozturk, Zhouyang Li +21 more
This paper proposes Trellis, a data foundation that treats experience graphs from long-horizon agentic tasks as first-class, governed, queryable database state.
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cs.SEcs.AIRecent