Sources
Super Library Agent targets the codebase portfolio problem: N related apps that agents keep duplicating logic across
arXiv 2608.29310 (submitted 2026-08-29) defines a setting closer to real org software than single-repo benchmarks: an agent sequentially generates a portfolio of related, independently deployable applications while maintaining a shared library of reusable components. A naive sequential scaffold has low extraction recall and fragile dependency migration, so the authors add candidate-guided extraction over code-chunk summaries, pre-extraction codebase consolidation, and call-graph-aware migration using extraction traces. Evaluated on WebGen-Bench, this is the first framing I have seen of agentic structural erosion, verbosity and dead code accumulating across long maintenance.
↳ Follow the thread