2 papers
cs.SE2026
Memory as Infrastructure: Reliability Engineering for Persistent Agent Memory in Months-Long LLM-Assisted Development
Mike Helwig
LLM coding agents are crossing from task-scale to project-scale: single assisted efforts that run for months, across repeated context compactions, on codebases far larger than any…
cs.DB2026
Metadata Reconstruction from Values Alone: Recovering Column Semantics in Undocumented Warehouses
Mike Helwig
Text-to-SQL benchmarks ship schemas whose column names already say what the columns mean. Production warehouses are the inverse: cryptic identifiers, partial or absent documentatio…