Refploit repairs code-agent trajectories for Java exploit reproduction via differential validation and focused recovery constraints, achieving 80.2% success on 172 references with 64.3% relative improvement.
Buildsheriff: change- aware test failure triage for continuous integration builds,
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
fields
cs.SE 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
The central challenge in AI-augmented CI/CD is designing authority transfer from humans to agents under constraints, as current systems remain limited to bounded data-plane autonomy backed by external governance.
citing papers explorer
-
Refploit: Facilitating Exploit Construction via Code-Agent Trajectory Repair
Refploit repairs code-agent trajectories for Java exploit reproduction via differential validation and focused recovery constraints, achieving 80.2% success on 172 references with 64.3% relative improvement.
-
From Assistance to Agency: Rethinking Autonomy and Control in CI/CD Pipelines
The central challenge in AI-augmented CI/CD is designing authority transfer from humans to agents under constraints, as current systems remain limited to bounded data-plane autonomy backed by external governance.