Real-time Feedback Collection for Software Merge Operations
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Solution Overview
Problem
Current software development systems face inefficiencies in collecting feedback from contributors and moderators at relevant times due to difficulties in identifying and reaching relevant users in distributed version control systems, leading to inaccurate and delayed feedback, which consumes unnecessary computing resources and affects the quality of software platforms.
Innovation Solution
A system that automatically requests feedback from contributors and moderators by using the merge operation as a trigger, identifying communication addresses, generating feedback survey data based on roles, and storing feedback in a database, ensuring real-time data collection and storage.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Measurement precision
If feedback is collected manually from contributors and moderators in distributed version control systems, then feedback can be obtained, but the feedback is delayed and inaccurate due to difficulties in identifying and reaching relevant users at relevant times
Solution Approach 1:
The system performs preliminary actions by automatically identifying contributors and moderators involved in merge operations before feedback is needed. It proactively sends feedback requests immediately after merge events occur, ensuring feedback is collected at the most relevant time rather than delaying until later review periods.
Solution Approach 2:
The system implements an automated feedback loop where feedback requests are systematically sent to identified users based on their involvement in specific merge operations. This creates a closed-loop system where feedback is automatically collected, stored, and made available for analysis, improving both accuracy and timeliness compared to manual collection methods.
2Reliability
If the system sends feedback requests to all users in the distributed system, then feedback coverage is improved, but computing resources are wasted due to sending requests to irrelevant users
Solution Approach 1:
The system applies local quality by tailoring feedback requests to specific users based on their local involvement in merge operations. Instead of a blanket approach to all users, it identifies and targets only those users who actually contributed to or reviewed the specific merge, ensuring feedback is sent to relevant parties without wasting resources on irrelevant users.
Solution Approach 2:
The system segments the user base into specific roles (contributors and moderators) involved in specific merge operations. By dividing the feedback collection process into targeted segments rather than a monolithic approach, it efficiently directs resources only to the necessary users while maintaining comprehensive coverage of all relevant feedback sources.
3Speed
If feedback collection is performed in real-time after merge operations, then feedback timeliness is improved, but system complexity increases due to automated identification and tracking mechanisms
Solution Approach 1:
The system implements self-service by automatically identifying contributors and moderators and sending feedback requests without requiring manual intervention. The automated tracking of merge operations and user identification occurs autonomously, reducing the operational complexity of managing feedback collection while maintaining real-time speed.
Solution Approach 2:
The system introduces an intermediary automated feedback management layer that sits between the version control system and the users. This intermediary handles the complexity of tracking merge operations, identifying relevant users, and managing feedback request distribution, thereby simplifying the overall system architecture while enabling real-time feedback collection.
Data Source
AI summary
In some implementations, a server device may receive an indication of a merge operation for source code associated with the software platform and a source code repository associated with the software platform. The server device may identify communication addresses associated with respective users from one or more users associated with the merge operation. The server device may generate feedback survey request data based on roles associated with the respective users. The server device may transmit, to the communication addresses, the feedback survey request data based on receiving the indication of the merge operation. The server device may receive feedback data associated with a user in response to the feedback survey request data. The server device may store the feedback data in a database, wherein feedback data is stored in connection with an identifier of the software platform and with an indication of a role of the user.