Field notes · Written from inside the work

Useful signals.
Tested in the build.

No recycled trend reports. Just sharp observations, working frameworks, and lessons earned while shipping emerging technology.

Explore my published work at Fresh
01
AI7 min read

The advantage isn’t the model. It’s what you build around it.

The model is becoming infrastructure. Durable advantage comes from the context, workflow, evaluation, trust, and feedback systems wrapped around it.

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02
Spatial7 min read

Interfaces are escaping the screen.

Apple Vision Pro makes the product brief spatial: hierarchy becomes distance, input becomes attention, and the room becomes part of the interface.

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03
Spatial7 min read

Gaussian splatting changes what it means to capture a place.

A faster, more photoreal path from photographs to navigable 3D scenes is turning capture into a new medium for products, training, and memory.

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04
Innovation7 min read

Prototype the decision, not just the interface.

A five-stage framework for using today’s AI tools to reduce uncertainty, collect evidence, and decide whether an idea deserves the next level of investment.

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05
Future7 min read

Human-computer interaction is becoming human-world interaction.

Multimodal systems can see, hear, speak, and orient in space. The design challenge is making the world more understandable without making people feel observed.

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06
Process7 min read

The skunkworks operating system.

Small teams move fast only when the organization gives them a clear mission, protected autonomy, evidence-driven kill criteria, and a path back into the business.

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Published at Fresh Consulting

A longer view
of the work.

Writing, experiments, and conversations from Johnny’s work at Fresh. Explore the ideas behind the products, from motion and interface design to AI and spatial computing.

Original summaries link to the full work at Fresh Consulting. Dates reflect the original publications; earlier pieces remain part of the archive.

Johnny’s Fresh author archive

Projects & conversations

Writing archive 16 pieces

2021 · Spatial computing

Experience the Fresh Website in VR!

A browser-based experiment in making a company’s portfolio explorable in virtual reality. The team describes its A-Frame approach, interactive 3D content, and the constraints of early headset browsing.

Johnny Rodriguez, Will Lingard & Jukrapop Kongkaew (Kob)

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2020 · Spatial computing

What is AR Development?

An introduction to building software that responds to physical surroundings. The article connects user research, hardware constraints, design guidelines, and frequent device testing to a more useful augmented reality experience.

Johnny Rodriguez

Read the original at Fresh