+  ■  Index — now Working Melbourne —> 33.8°S

I observe people, understand systems and build things.

Diego De Nicola Creative Technology Visual Design Photography Product & AI Builds

I'm a Melbourne-based creative technologist. I spent twenty-plus years learning to see (photography), structure (design) and solve (product).

Now I build with AI as a working material — designing assistant workspaces, agent workflows and bespoke production tools that remove friction and noise from creative work.

Less admin, fewer tabs, more of the actual craft.

§01  Contents  (05) What I Do — The Practice
A — Systems Seeing

Intelligent
Workflow Design

Assistant workspaces, agent teams and AI-augmented workflows — designed around how a studio actually works, not around the tool. Model-agnostic by design: Claude, GPT, or local models running entirely in-house.

B — Making ObservingSeeing

Bespoke
Production Tools

Purpose-built apps for real operational problems — inventory, costing, project management, content pipelines. Built fast with AI-assisted development, shaped by twenty years of design judgement so they're tools people want to use.

C — Seeing MakingSeeing

Design & Photography

The foundation everything sits on. Twenty-five years of observation, visual systems and interface design. This is why the tools I build don't look or feel like engineering demos — they're designed. Purpose-built apps for real operational problems — inventory, costing, project management, content pipelines. Built fast with AI-assisted development, shaped by twenty years of design judgement so they're tools people want to use.

§02  Currently Building Active Threads, Studio
01

AI Suite

Bruce

What started as a single local-first assistant experiment has evolved into a family of independent sibling apps — chat and personas, memory, coding, and creative surfaces — each with its own model pool, running entirely on local hardware. Bruce is the proving ground: private, offline, no subscriptions, no data leaving the room. It's where I learn what intelligent tools should feel like before building them for anyone else.

Bruce local-first AI assistant interface
Fig.01 — Bruce
2026—>
02

AI / Vision

Latent

Bruce's visual memory. A local vision-model app that ingests, reads and remembers images — turning a photographic archive into something you can converse with. Built on open vision models, running offline. The most personal build in the suite, and the one pointing most clearly at where creative tooling is going.

Latent local vision-model interface
Fig.02 — LatentPhoto —> 2026
2026—>
03

Operations

MiManagement

A project management app built end-to-end with AI systems — planned in Bruce, developed in Codex, iterated through Cowork, designed by me. It works. Functionally, today. MiManager is the working proof of the offer: one person, orchestrating AI systems, shipping a real internal tool that a team can run on

MiManagement project board displayed on a laptop
Fig.03 — MiManagementOffice —> 2026
2026—>
04

Archive

Image Regeneration

A new venture: learning generative image pipelines from the model level up — checkpoints, upscaling, regeneration — and building an app around it. Early, deliberate, and documented as it develops. Twenty-five years of photography meets the next tool for making pictures.

Local image regeneration interface editing an archival photograph
Fig.04 — Lumen-DevelopImage Regen —> 2026
2026—>
05

Commerce

Inkson & Studio Tools

Bespoke operational tools for a fashion label — garment cost calculators, inventory systems, product storytelling. Small, sharp tools solving real studio problems, built from Figma design systems to working software.

Garment cost calculator displayed on a tablet
Fig.05 — Cost CalcApps —> 2026
2026—>
06

Archive

Photography Archive

Reviewing and restructuring a long-term body of street, urban and observational photography — presenting the work with the same care and seriousness as the design and product work.

Diego De Nicola photography collection displayed on a tablet
Fig.06 — DiegoDeNicola CollectionPhoto —> 2026
2026—>
01

AI Suite

Bruce

What started as a single local-first assistant experiment has evolved into a family of independent sibling apps — chat and personas, memory, coding, and creative surfaces — each with its own model pool, running entirely on local hardware. Bruce is the proving ground: private, offline, no subscriptions, no data leaving the room. It's where I learn what intelligent tools should feel like before building them for anyone else.

2026—>
02

AI / Vision

Latent

Bruce's visual memory. A local vision-model app that ingests, reads and remembers images — turning a photographic archive into something you can converse with. Built on open vision models, running offline. The most personal build in the suite, and the one pointing most clearly at where creative tooling is going.

2026—>
03

Operations

MiManagement

A project management app built end-to-end with AI systems — planned in Bruce, developed in Codex, iterated through Cowork, designed by me. It works. Functionally, today. MiManager is the working proof of the offer: one person, orchestrating AI systems, shipping a real internal tool that a team can run on

2026—>
04

Archive

Photography Archive

A local-first AI assistant experiment built around personality, usefulness and creative workflow — a quiet, capable workspace companion rather than another noisy productivity product.

2026—>
05

Commerce

Inkson & Product Storytelling

Bespoke operational tools for a fashion label — garment cost calculators, inventory systems, product storytelling. Small, sharp tools solving real studio problems, built from Figma design systems to working software.

2026—>
§03  Selected Previews Work Directions, Index
Bruce local-first AI assistant interface
Fig.01 — Bruce
Latent local vision-model interface
Fig.02 — LatentPhotography —> 2026
MiManagement project board displayed on a laptop
Fig.03 — MiManagementTools —> 2026
Local image regeneration interface editing an archival photograph
Fig.04 — Lumen-DevelopImage Regen —> 2026
§04  Working Philosophy Centre Justified

The medium changes.
The thinking stays
consistent.

Photography taught me to observe. Design taught me to structure. Product taught me to solve. AI didn't change what I make — it removed everything standing between the idea and the thing.