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Field Notes

Real notes from building and shipping production software: the architecture calls, security tradeoffs, and AI integrations that held up after launch, not just in a demo.

Higgsfield Genjutsu: Editing Reality in a Video You Already Shot
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AI

Higgsfield Genjutsu: Editing Reality in a Video You Already Shot

Higgsfield Genjutsu repaints a video you already shot. Here is what it does, what it costs, where it fits, and the limit I would test first.

Read article07 October 2026

5 posts

The AI Gap in the Workplace

The AI Gap in the Workplace

AI

The old digital divide was about access. The new AI gap is about skill, confidence and permission, and it is showing up inside our offices.

06 October 2026Read →
Where Should I Draw the Line When Using AI?

Where Should I Draw the Line When Using AI?

AI

I love how fast AI image tools are, but a generated face made me stop. Here is the hard line I now draw for client work, and why.

06 October 2026Read →
AI as a Temporary Remedy for Grief

AI as a Temporary Remedy for Grief

AI

A personal look at why an AI chatbot can soothe grief for a moment, and why that comfort can quietly get in the way of healing.

06 October 2026Read →
Vibe Coding vs. Spec-Driven Engineering: How I Actually Build Apps with AI

Vibe Coding vs. Spec-Driven Engineering: How I Actually Build Apps with AI

AI

Vibe coding feels like magic — until it collapses. Here is how I stopped letting AI guess my architecture and moved to a spec-driven workflow that ships production-ready apps.

23 August 2026Read →