Peter Scheffer's Blog

Software Factory designer and builder

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Thought leadership on the intersection of AI, agentic workflows, and software delivery.

July 13, 2026

What Is Provenance in Software Factory Design?

Autonomous software factories promise to compress months of engineering work into hours. But with autonomy comes a critical question: how do you know why a decision was made? Provenance is the permanent, append-only record of every decision, who made it, which policy gate fired, and what the outcome was. It's the accountability layer that transforms a black box into a trustworthy system.

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July 13, 2026

What is a Forward Deployed Engineer?

In the current era of Enterprise AI, organizations are discovering a painful truth: there is a massive chasm between a "successful demo" and "measurable production ROI." To bridge this gap, a new breed of engineer has emerged: the Forward Deployed Engineer (FDE). Part elite coder, part strategic consultant, and part operational commando, the FDE is the secret weapon for companies that want their AI initiatives to survive first contact with reality…

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