Speakers
Description
This research explores an agentic approach to analyzing software team performance through a combined quantitative and qualitative framework. Building on the Time-Delta Method for measuring software development contribution rates, this study introduces intelligent agentic mechanisms to identify critical areas of team performance requiring deeper analysis. Quantitative metrics will be evaluated using time delta and contribution rate imputation techniques, offering insights into team productivity and individual developer contributions over time.
In parallel, qualitative analysis will focus on team dynamics, collaboration, and workflow patterns to uncover root causes of performance issues. The agentic mechanisms will act as adaptive tools, guiding the investigation toward specific performance bottlenecks or strengths, enhancing the precision of the analysis. By merging these methodologies, the research aims to provide a holistic view of software team performance, offering actionable insights for improving team efficiency, collaboration, and overall project success.
