I want to know if there is anyway can compile appian code in local? Or use git to manage the source code.(Source code not the package download from web). What problem we face is how to develop in parallel。we are a huge team (100 developers). When we develop a new function, we usually need to use the same object. But appian can not develop in parallel. So we want to find if there is any way we can compile appian code in local.
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Abstract this problem away from Appian for a second, and apply "general cloud platform development". The fundamental issue you would run into, even with a small team, is - if there's only one development cloud environment where do you test your code before merging it into the main branch of that environment? Compiling locally and testing globally is not a great way to do software development at a rapid pace since developers collide with each others' changes pretty regularly. So local changes need to be tested locally to some degree, then merged back up. Stack infrastructure teams run into this problem on a daily basis, so they develop tooling to help mitigate. With Appian, we don't really have an option for that kind of tooling - it's a low code platform.
Other low code platforms that claim to have branching have their own niche issues with that branching - issues that stem from the fact that in the environment there is one version that everyone tests on. There's no equivalent of changing branches across every object in the environment. These issues are even more apparent in environments where the data model is entangled with documents and context-trained AI models. IMO this is where Appian's controversial-to-developers 'no branching' stance is actually not a bad thing.
For your project, you'll want to figure out a governance model and a separation of apps based upon what makes sense. This will usually need a strong architect / set of tech leads to agree on how things work, especially for common functionality. I'll throw out there that 100 developers is entirely too many for a single project, Appian or not. There's simply too many lines of communication to manage.