2 papers
cs.SE2026
Phoenix: Safe GitHub Issue Resolution via Multi-Agent LLMs
Kipngeno Koech, Muhammad Adam, Baimam Boukar Jean Jacques +1
We present Phoenix, a multi-agent LLM system that resolves GitHub issues from triage through pull-request creation, combining seven layered safety controls with a baseline-aware te…
cs.NI2026
Surviving the Edge: Federated Learning under Networking and Resource Constraints
Mike Mwanje, Okemawo Obadofin, Theophilus Benson +1
Motivated by the growing proliferation of federated learning (FL) in edge environments, we present the first systematic characterization of transport-layer breaking points in FL sy…