All the articles with the tag "integration-architecture".
The raw MCP server already worked. The useful step was building a curated integration facade: chores, Tesla, cameras, leaks, lights, and power, with writes behind gates.
LangChain moving MCP into langchain.mcp is useful because it removes adapter plumbing. It is also a reminder that easier tool access does not remove the need for identity, policy, and ownership.
TM Forum APIs, Mplify LSO, events, and OpenTelemetry all matter. None of them are enough alone. The architecture is the chain between them.
AI can generate more code. That is not the bottleneck. The real work is removing integration, ownership, approval, and governance bottlenecks with a domain-driven MCP platform, APIM, and MLflow from mlflow.org.
Model Context Protocol can make agents useful inside large companies, but only if it is wrapped in identity, policy, audit, ownership, and a serious gateway architecture.
RDW's recent certification activities suggest Tesla's Full Self-Driving could finally reach European roads. Here's what the regulatory pathway looks like and why integration architects should pay attention.
AI speed without API governance is just faster technical debt.
In telco, the integration layer becomes the control plane for reliable cross-domain execution as agentic automation scales.
Agentic delivery (including OpenClaw-style orchestration) can speed up CRM innovation.
A common telecom transformation myth is: integration numbers and complexity should decline as maturity increases.
