When we are talking about multiple apps, and caching layer being put to interact with service (sounds like a data service), I am not sure if one team & one codebase could be the most suitable answer to achieve the best results.
This looks to me as an architecture based on SOA. There is a whole notion of SOA governance, related processes and tools which could be made use of to get the best results from SOA based solutions.
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