GitHub Copilot vs. Socialtext (discontinued)

Copilit is fantastic at the following: 1. Solving simple, well-defined problems, such as implementing an algorithm, manipulating a data structure, or string manipulation and regex. 2. Implementing simple APIs that are mainly CRUD in nature, with moderate business logic inside them, which may involve some processing or passing the data through an algorithm. 3. Implementation of well-defined activities, such as implementing a connection to an Oracle DB using Hibernate or JDBC, or implementing boilerplate code for a backend service to listen to Kafka events. It is not that great when it comes to understanding and implementing code in a proprietary DSL. It struggles when implementing a major feature across a complex codebase. I believe developers should also adopt the trust-but-verify paradigm when expecting highly secure or regulated code from GitHub Copilot.

Incentivized

We use Social Text as a platform to air our issues with different departments. We voice our concerns and suggestions so we can help find a solution to the problems we incur on a daily basis. We need to have social text as an app so we can communicate in real time not only during work hours.

• Make code development faster and quicker.
• Helps write better code standards for projects.
• Provide the latest functions from the technology.
• Notifies about the deprecated functions.

Incentivized

• Version history - Always keeps the edited versions and one can revert back any time
• Creating and Editing an article is very easy and intutive
• Sharing the articles with peers

• The only issue I faced is the context token size, it can be increase.
• Sometime with agent mode it takes too much time, which can be reduced but I understand it also depends on the complexity of the given task.

Incentivized

• Search needs a ton of improvements. It was very slow a year ago
• Search result quality was also not that good
• I know they have improved their UI recently but when i used it last year it did not really have any design elements which could be used to make the articles look more presentable. It was important for us as we used it for external communication as well.

We have a lot of info in Socialtext already. It would be hard to get all that info out and port it to a different system

I feel that GitHub Copilot's overall usability is good due to its tight integration with Visual Studio and the workspace. However, developers expect greater ease of use, as there is a learning curve to realize productivity gains with the tool fully. I think there is room for improvement in GitHub Copilot's UI integration within Visual Studio.

Incentivized

It is useful that copilot integrates so well with vscode, which is a very common IDE. I used Tabnine for a little while but it was not that intuitive, and did not seem as helpful as GitHub copilot was. I have enjoyed GitHub copilot a lot, especially the ease of hitting the tab key and seeing quick progress in my tasks.

Incentivized

I frankly like Confluence better than socialtext because of the speed and the quality of search. They also have better design elements which can help make the articles pleasant to the eyes.

• Our ROI of the purchase of Copilot was met in less than a day. The timesave cannot be overstated
• Programmer boredom/dissatisfaction is down because of less repetetive crud work.

Incentivized

• We get solutions to concerns much faster
• We promote interactions with the other depts
• We listen and have discussions