#enterprise-governance

#enterprise-governance

Within months of its launch in November 2022, ChatGPT had started making its mark as a formidable tool for writing and optimizing code. Invariably, some engineers at Samsung thought it was a good idea to use AI to optimize a specific piece of code that they had been struggling with for a while. However, they forgot to note the nature of the beast. AI simply does not forget; it learns from the data it works on, quietly making it a part of its knowledge base.

In 2026, AI Orchestration will happen on the desktop - not in the cloud - and it will be "Integrative" in nature. I am convinced that agentic orchestration (the kind that actually helps individuals and teams be more productive) will happen at scale on the desktop and not in the cloud (look no further than StationOne as a reference example).

Microsoft announced in August 2025 that support for the Model Context Protocol (MCP) is generally available in Visual Studio. MCP enables AI agents within Visual Studio to connect to external tools and services via a consistent protocol. The announcement notes that Visual Studio now provides new means to configure and manage MCP servers. MCP, introduced by Anthropic in 2024, is an open standard that simplifies interactions between AI‑enabled development workflows and external systems such as databases, code search engines and deployment pipelines.