Active prototypes · owner-reported
ARC//FORGE
A systems-engineering game where the player discovers automation by first feeling the cost of repetition.
Explore the project01 / 06
The stanceBegin with the principle that connects every project.
Human judgment.AI leverage.Real-world proof.
I turn ideas into tested software, physical systems, images, games, and practical workflows—using AI to move faster without handing it the final say.
One stance across every project
AI can widen what one person is capable of building.
It does not remove the need to choose the right problem, set constraints, or reject a convincing mistake.
The portfolio is the evidence trail: idea, direction, implementation, failure, correction, and result.
Four flagship builds.
One human-directed practice.
A systems game, a private family platform, an evidence-led music studio, and a beginner AI workshop. Each record distinguishes what exists from what is still being tested.
Private implementations · owner-reported
Family Card Chaos
A multiplayer family game system with private hands, host controls, recovery, role boundaries, and a seatless living-room display.
Explore the projectWorking local applications · owner-reported
Olsen Music Studio
Separate Clarinet and Guitar curriculum packs share one evidence engine while keeping each learner and instrument’s progress distinct.
Explore the project
Workshop pilots · owner-reported
AI Without the Hype
A patient, in-person beginner workshop that uses familiar surroundings and real projects to make AI feel practical rather than intimidating.
About the workshopFrom the bench.
Printed parts, moving mechanisms, and cedar builds. Each record pairs the visuals with what was made, what was tested, and what still needs work.
Active prototypes
Mechanical Whale
The v0.5 whale now has a display platform and nameplate, with new photos and close-up mechanism footage.
AI-retouched presentationSee the build record
Active prototypes
Easter Tomb
The real printed assembly makes the next design problem visible.
AI-retouched presentationSee the build record
Released work
Cedar Bracket-Cover Planters
Measured constraints become physical cedar covers and planters.
AI-retouched presentationSee the build recordAI is leverage, not autopilot.
Good automation still needs clear intent, accurate inputs, tight constraints, and review. The goal is to ship useful systems and assets without letting speed replace judgment.
01
Define the real job.
Start with the outcome the artifact must create—not the model, app, or feature that sounds impressive.
02
Separate truth from noise.
Identify authoritative references, real constraints, damaged inputs, assumptions, and what remains unknown.
03
Direct the build.
Use AI to accelerate exploration, reconstruction, coding, documentation, and production while preserving human control.
04
Test where it matters.
Run the software, install it on the device, print the part, show it to a user, or put the result into the environment it must survive.
05
Correct and document.
Preserve failures, explain limitations, record what was actually verified, and ship only what the evidence supports.
This page is part of the proof.
This design began as an AI-assisted pilot. Brian set the direction, supplied reference material, tested versions, and approved the V6 design. The site now uses shared source files, with browser testing and owner feedback shaping the implementation.
The result demonstrates the same operating rule as the projects: conversation can accelerate production, but ownership, judgment, and publication authority stay human.
01Describe
Explain the audience, goal, constraints, and desired experience in ordinary language.
02Prototype
Turn the conversation into working copy, visuals, code, and interactions.
03Test
Open it in a browser, use it, compare it, and expose what did not work.
04Approve
Keep the useful result, revise the misses, and publish only after human review.
The project atlas.
One place to understand the breadth of the work. Public pages open directly; private and unfinished systems are labeled instead of being disguised as launches.
Context Passport Compiler
A local library for finding past conversations and carrying selected context into the next task.
Evidence and limits in project recordStateSeal
A private implementation that keeps proposed changes separate from the authority to accept them.
Evidence and limits in project record
Scribr
A working local transcription tool with source-linked screenshots, review decisions and portable context packs.
Evidence and limits in project recordArtifact OS
Architecture and interface experiments for taking a project from brief through production, review and delivery.
Evidence and limits in project recordCassette.mp4
A portable-context format experiment for keeping source material, instructions and interpretation together.
Evidence and limits in project recordAI Visibility
Answer-engine monitoring that saves dated evidence and separates observed results from unavailable checks.
Evidence and limits in project record
ARC//FORGE
A systems-thinking game prototype shaped through experimentation, interface repair and physical iPad feedback.
Evidence and limits in project recordGlimmerlings
A Minecraft Bedrock add-on prototype exploring hatching, bonding, training and persistent creature companions.
Evidence and limits in project record
Wing & Light
A native iOS game pilot refined through simulator work and focused physical iPhone tests.
Evidence and limits in project recordFamily Card Chaos
A private multiplayer card game with separate player, host and shared-display roles.
Evidence and limits in project recordSauce+ Private Roku
A private Roku and MediaBridge integration with progress, Resume and Continue Watching behavior.
Evidence and limits in project recordOlsen Music Studio
A local practice studio with separate learning paths and a swing-focused return-to-clarinet program.
Evidence and limits in project record
Living Lights
An outdoor lighting prototype combining physical placement, independent light behavior and ESP32 control.
Evidence and limits in project recordMechanical Whale
A hand-cranked skeletal whale with moving waves, now in the v0.5 display build with a platform and nameplate. Physical tests are refining fit, spacing and assembly.
Evidence and limits in project recordEaster Tomb
A printed teaching model links a rolling stone and internal bed motion. Real assembly revealed a cord-routing problem now driving the next drum revision.
Evidence and limits in project recordSandy Miniatures
Cat-reference studies, kit experiments and miniature concepts explore recognizable shape, separate color parts and small-scale storytelling.
Evidence and limits in project recordCedar Bracket-Cover Planters
Three custom cedar covers and planters turn awkward post-and-bracket constraints into removable wooden assemblies. Completion and pickup are owner-reported.
Evidence and limits in project recordFunctional Print & Fit
Adapters, pins, clips and spacers turn measured problems into small print tests, with digital checks kept separate from a proven physical fit.
Evidence and limits in project recordVisual AI Evaluation
Reference-led demonstrations compare AI imagery, identify factual or visual errors, and turn human critique into specific corrections.
Evidence and limits in project recordProduct Image Production
Photography, careful masking and AI-assisted image studies meet in a workflow where the actual product remains the reference.
Owner-reportedTerritory Sales Execution
Owner-reported account service, merchandising and field coordination connect planning with the practical work at each stop.
Evidence and limits in project recordPhotography & Visual Production
Weddings, portraits, events and product work build the visual judgment behind Brian’s approach to directing and reviewing images.
Owner-reported
ClearFloor
A paper-trading research experiment uses finite hypothesis campaigns and failure gates. The reviewed work did not demonstrate an income-producing strategy.
Evidence and limits in project record
BatchQuote
An offline prototype estimates a print order using full plates, retry allowance, labor, operating costs, selling fees and target margin.
Evidence and limits in project recordRole-Specific Application Portfolios
Private application pages and readable resumes connect a role’s requirements with existing work. A proposed generator remains a separate future idea.
Evidence and limits in project recordAI Without the Hype
A planned small workshop for adults who want practical AI experience, clear checks and a place to ask ordinary questions.
Evidence and limits in project record
Practical AI for people who do not think they are “AI people.”
The first education offer is intentionally small: an in-person Oxnard workshop where beginners bring an everyday problem, learn to add context, inspect the answer, correct it, and know when to verify.
Built by a working photographer, maker, and AI-directed product builder.
I did not begin as a traditional software engineer. I began with problems I wanted to solve and projects I wanted to build. The site should make that journey legible: not “trust me, I know AI,” but “here is the artifact, here is what failed, here is what changed, and here is what actually works.”
The public pages remain useful on their own. The redesign gives them one shared identity, one navigation system, one status language, and one honest way to distinguish finished work from active prototypes and research.
This redesign is itself an AI-assisted case study: a conversational brief became a working pilot, then changed through direct browser testing and owner feedback before any live update was allowed.
Capabilities
Built around practical execution.
- AI-assisted workflows and prompt systems
- Product image production and Photoshop finishing
- Context packaging and reusable project memory
- Schema, documentation, and release notes
- Small-business operations and customer-facing delivery
- Verification-minded publishing and support surfaces
Have a real problem worth building around?
For AI-assisted workflows, visual production, documentation, product experiments, or beginner AI education.