AI Productivity Metrics Don’t Tell You Whether the Embedded System Still Works AI-generated code can compile, pass tests, and still fail once it reaches real hardware, t...
The System Worked Fine Until You Added an Outsourced Team When an external team joins an existing system, failure rarely starts with delivery. It st...
Why Medtech Engineering No Longer Stops at the Device Why medtech engineering no longer stops at the device, and why integration, validation, se...
AI Accelerates Development. The Complexity of Real Systems Doesn’t Care. AI accelerates implementation, but complex systems still depend on integration, architectu...
On-Device Inference in MedTech: What Changes When the Cloud Steps Back On-device inference is making cloud-first medtech architectures look dated. The hardware i...
Medical Device Software Regulations in 2026: What Matters Now A concise 2026 guide to the regulatory changes shaping medical device software in the US a...
