Prevalence study of 10k GitHub repos identifies duplication, low revision, and missing permissions in LLM agent configs; proposes Rel(AI)Build control plane with content addressing, tiered permissions, state machine, and Jaccard drift detection.
The debugging decay index: Rethinking debugging strategies for code llms
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
citation-role summary
background 1
citation-polarity summary
years
2026 2roles
background 1polarities
background 1representative citing papers
A survey that organizes existing work on LLM-based agents around code as the central harness, structured in three layers of interfaces, mechanisms, and multi-agent scaling, with applications across domains and listed open challenges.
citing papers explorer
-
A Deterministic Control Plane for LLM Coding Agents
Prevalence study of 10k GitHub repos identifies duplication, low revision, and missing permissions in LLM agent configs; proposes Rel(AI)Build control plane with content addressing, tiered permissions, state machine, and Jaccard drift detection.
-
Code as Agent Harness
A survey that organizes existing work on LLM-based agents around code as the central harness, structured in three layers of interfaces, mechanisms, and multi-agent scaling, with applications across domains and listed open challenges.