A technical walkthrough for BTP developers: SAP CAP + SAP Cloud SDK for AI + an agent framework, exposed to Joule via the Agent2Agent (A2A) protocol. Joule Studio covers a lot of ground, but some agents need full programmatic control: custom state machines, complex tool chains, specialised models or partner IP you want to reuse across customers. SAP's reference architecture for these cases is clear — build a pro-code agent on SAP BTP and integrate it with Joule using A2A, an

How a modern SAP BTP "extension factory" uses MCP-aware AI coding assistants — and the guardrails that keep quality high. AI coding assistants are only as good as the context they have. Generic models often hallucinate deprecated UI5 APIs, invent CDS syntax or generate Fiori manifests that fail validation. SAP has addressed this by publishing official MCP servers for developers that ground coding agents in real SAP tooling. Used well, they turn a BTP team into an extension fa