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.

FANUC America is collaborating with NVIDIA to advance the use of physical AI in industrial robotics, combining automation ...

Spectrum Instrumentation has introduced a Direct Digital Synthesis (DDS) option for its 65xx series Arbitrary Waveform ...

Microsoft has released version 1.0 of its open-source Agent Framework, positioning it as the production-ready evolution of the project introduced in October 2025 by combining Semantic Kernel ...

Opentrons' new simulation tool lets researchers visually inspect and step through AI-generated robotic protocols before ...