Author

M. Helwig

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Preprint Aug 2026

Memory as Infrastructure: Reliability Engineering for Persistent Agent Memory in Months-Long LLM-Assisted Development

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 context window. We report operational experience from one such effort (a research project under a single continuous Claude Code session line...

M. Helwig · 0 citations

Preprint Aug 2026

Metadata Reconstruction from Values Alone: Recovering Column Semantics in Undocumented Warehouses

Text-to-SQL benchmarks ship schemas whose column names already say what the columns mean, and Rosetta addresses the problem they pose first: recovering what columns and values mean from the data itself.

M. Helwig · 1 citation