@andinet

Andinet Asmamaw Enquobahrie

@andinetcary, USAJoined May 2026

AI-native engineering for healthcare life sciences & MedTech. Building agentic systems at scale."

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Andinet Asmamaw Enquobahrie's blogs

Andinet's Tech blogblog.andinet.dev4 posts

The Old Rules Still Apply: Why Software Engineering Discipline Matters More in AI Engineering

I have been building software for more than 20 years. Most of that time I was at Kitware, working in open-source medical imaging alongside communities like the Insight Toolkit (ITK) and 3D Slicer, and

5d ago · 9 min readblog.andinet.dev

Not everything needs an agent

Most of my work is client engagements building agentic systems across a range of domains, several of them regulated. Over the last year one pattern has become hard to ignore: the insistence that the s

Jul 26 · 24 min readblog.andinet.dev

From pattern to prototype: building the Phase 01 research orchestrator

From pattern to prototype: building the Phase 01 research orchestrator A follow-up to Agentic AI is coming to the SaMD lifecycle. In the first post I sketched six phases of the Software-as-a-Medical-D

2Jul 4 · 9 min readblog.andinet.dev

Agentic AI Is Coming to the SaMD Lifecycle

Designing, building, and shipping Software as a Medical Device (SaMD) must comply with some of the most demanding regulatory frameworks in any industry. From early concept work to FDA 510(k) submissi

May 10 · 20 min readblog.andinet.dev

Andinet Asmamaw Enquobahrie

About

Available for

Andinet Asmamaw Enquobahrie's blogs

The Old Rules Still Apply: Why Software Engineering Discipline Matters More in AI Engineering

Not everything needs an agent

From pattern to prototype: building the Phase 01 research orchestrator

Agentic AI Is Coming to the SaMD Lifecycle

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Andinet Asmamaw Enquobahrie

About

Available for

Andinet Asmamaw Enquobahrie's blogs

The Old Rules Still Apply: Why Software Engineering Discipline Matters More in AI Engineering

Not everything needs an agent

From pattern to prototype: building the Phase 01 research orchestrator

Agentic AI Is Coming to the SaMD Lifecycle