At #ASE2026 tomorrow, visit these workshop presentations by my students Tural and Marius: * How Grammar-Based Synthetic Data Shapes Behavior Learning: An Empirical Study of Input Generation Strategies * Can Open-Weight LLMs Predict Test Outcomes from Traces? A Cross-Subject Boundary Study on Tests4Py * Failure Explanations: The Missing Abstraction between Debugging and Repair * Execution Features and Their Relations to Faults: A Replication on Defects4J All details: https://conf.researchr.org/profile/ase-2026/mariussmytzek