You gotta build a "digital twin" of the mess you're actually going to deploy into, especially with stuff like mcp (model context protocol) where ai agents are talking to data sources in real-time.

The Measurement OS just learned to talk. While every other MCP gives AI agents platform-reported data produced by the channels being measured, Fospha gives agents something different: independent ...

As a new integration fabric built for AI experiences is increasingly required, MCP is emerging as a practical strategy.

Channels in Anthropic Claude Code supports custom chat apps and dashboards, but remote control still has limits that are sure ...

Yet another fun way to control my smart home hub ...

New capability enables hosts to connect AI tools like ChatGPT and Claude to their PMS, unlocking customizable workflows and ...

Every conversation you have with an AI — every decision, every debugging session, every architecture debate — disappears when the session ends. Six months of work, gone. You start over every time.