A telecommunications programme needed reliable processing and synchronisation of property and network information across multiple systems.
A distributed engineering team was working across inconsistent local environments and delivery practices, creating avoidable setup problems and uncertainty around how software should be built and tested.
Coding agents were being used to accelerate implementation, but they lacked sufficient project context and risked generating inconsistent architecture.