Leadership dashboard
The latest iteration of Copilot Reports has advanced across four key areas – Impact Analysis, Acceptance Metrics, Productivity Measurement, and Security Monitoring.
Impact Analysis
The impact analysis is represented based on suggestions and acceptance, as well as lines of code suggested and accepted. A comprehensive view is provided regarding how effectively developers are assisted by GitHub Copilot in their coding tasks. Both the volume of assistance provided and its practical utility, as perceived by users, are highlighted.
Acceptance Metrics
The overall acceptance analysis of Copilot models categorizes the data based on various metrics, with a particular focus on language efficiency and usage. An evaluation is conducted to determine how many acceptances each fine tuned custom model has received, which can serve as an indicator of performance and user satisfaction.
Productivity Measurement
A comprehensive analysis of user activity is shown to optimize the licensing strategy by focusing on maximizing contributions from active users while minimizing costs associated with inactive ones.
The productivity gains associated with the use of programming languages in conjunction with GitHub Copilot are quantified by the Full Time Equivalent (FTE) Productivity metric. The analysis is aimed at how effectively various programming languages are utilized by developers when assisted by AI-driven coding tools.
Security Monitoring
Potential security and operational risks are tracked within the dashboard through SCM anomalies and posture. Key components analyzed include unauthorized access monitoring of Webhooks, compliance tracking of Large File Storage (LFS) usage, and identification of Non-Active Developers who may pose a risk if elevated access privileges are retained.
Quick grasping of the context and implications of modifications is facilitated for reviewers through automated PR summaries. This allows users to focus on critical aspects without needing to sift through extensive code diffs or getting bogged down by minor details.
Unified insights + DORA metrics
- Improve Developer productivity, Security and Quality posture using Opsera Unified Insights
- Platform-wide reporting and analysis
- Comprehensive insights into DORA, SPACE, and developer experience
- System-driven maturity to identify gaps, inefficiencies, bottlenecks across teams
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