4 papers
Hybrid LLM-Deterministic Pipelines for Enterprise-Scale Code Migration at Bloomberg
Mario Corchero, David Williams, Laszlo Kiss Kollar +5
Large organizations carry a long tail of infrastructure migrations that are worth doing but rarely urgent enough to compete with feature work, because each one costs significant en…
Pomona: Continuous Code Quality Improvement via Small, Agentic Pull Requests at Bloomberg
David Williams, Angelos Evripiotis, Serkan Kirbas +4
In this industrial experience paper, we present Pomona, a lightweight agentic tool that utilises agent skills for continuous code quality improvement. Inspired by the Kaizen (TM) p…
BayesInsights: Modelling Software Delivery and Developer Experience with Bayesian Networks at Bloomberg
Serkan Kirbas, Federica Sarro, David Williams
As software in industry grows in size and complexity, so does the volume of engineering data that companies generate and use. Ideally, this data could be used for many purposes, in…
User-Centric Deployment of Automated Program Repair at Bloomberg
David Williams, James Callan, Serkan Kirbas +4
Automated program repair (APR) tools have unlocked the potential for the rapid rectification of codebase issues. However, to encourage wider adoption of program repair in practice,…