Start with one change. Progress to fitted parts, reliable data and responsive controls.
Choose a path →Have an idea? Find your starting point →
Browser exercises + source-guided hardware handoff
Start at stage 1 if the area is new to you, or choose a later stage if you can already produce its earlier deliverables. The browser exercises let you practise without buying hardware or paying for an AI tool.
CAD downloads are OpenSCAD source models, not ready-to-print machine instructions. Inspect and export the model in compatible software, then prepare it for the intended process. Data and firmware exercises use controlled examples; they do not connect a live API or flash a board.
The last stage is a source-guided handoff. Read the linked project's exact hardware, software and build requirements before buying parts. The three paths develop related skills but are not a verified bill of materials for the illustrated desk display.
Record your starting point and next step →Create a parametric model sized to your needs.
Deliverable: Parametric model (.scad)Add hole spacing and check edge clearances.
Deliverable: Mounting plate modelConfigure a real storage system and record the fit.
Deliverable: Gridfinity configurationHandle failed requests without losing context.
Deliverable: Resilient data adapterAdapt reliable data for a real printer project.
Deliverable: Receipt + print specificationTrace the SmartKnob source and plan a first change.
Deliverable: SmartKnob source mapA fitted part. Reliable information. Responsive control.
Combine what you learned in a build with a purpose. Use the source-guided handoffs, record your decisions and check the physical result.
Plan your build →
A useful idea does not need to start with a circuit diagram or a CAD file. Describe what you wish an object could do, then break it into a few smaller jobs.
Turn your idea into a first experiment →“A desk object that shows when I need to leave.” Who is it for, what does it notice and what should happen?
Try sample travel data on a screen before building an enclosure. A sketch, cardboard model or simulated input can answer a real question.
Connect a live source, add a physical control, then make it fit your space. Learn, borrow, adapt or ask for help at each step.
Choose a question that interests you. Each brief shows the skills to build towards, a small experiment and a way to judge the result. Use the linked lessons if the starting point is new to you.
Starting pointStart when you can change a parametric model and measure a physical part.
Try itChoose three objects with different dimensions. Define the dimensions that change and the constraints that must stay fixed. Generate three variants, then make a small fit coupon before a full part.
Make something you can reviewA parameter table, three model variants and a measured fit record.
Judge the resultDoes each variant preserve wall thickness, clearances and mounting access? Record failed fits as well as successful ones.
Use the Gridfinity handoff →Starting pointStart when you can parse a reading and handle stale or failed data.
Try itCombine two relevant signals, such as a local reading and a forecast. Write a rule for what the display should show when they agree, disagree or become unavailable. Begin with saved responses.
Make something you can reviewA decision table, sample cases and an output prototype.
Judge the resultCan someone explain the display without you? Is uncertainty visible? Compare the rule with a simple single-source version.
Explore connected data →Starting pointStart when you understand non-blocking input and can trace the source of a controller.
Try itWrite down the device states and allowed transitions. Simulate a missing reading, repeated button presses and a restart before connecting moving parts. Give every state an observable result.
Make something you can reviewA state diagram, event log and recovery checklist.
Judge the resultDoes it recover to a known state without repeated unintended actions? Keep manual control available.
Trace a real controller →Explore these sources, then use the ideas board to propose what is missing, develop a completion route or share a documented result. A source listing is not a CAIBI assessment of everything it publishes.
Explore creator builds with parts, assembly stories, schematics and code. CAIBI develops selected desk devices and displays into staged routes; check file completeness and distinguish creator claims from reproduced results.
Link checked · individual builds need their own review.
Hackster on X ↗Find electronics, wearables and creative making guides. Useful foundations for an AI-assisted adaptation.
Link checked · individual builds need their own review.
Adafruit on X ↗Find printable designs and maker reports. Check each model's licence, dimensions and evidence before adapting it.
Link checked · individual builds need their own review.
Find circuits, firmware and component tutorials. The ideas board adds possible finished objects and next steps; a source tutorial is not a CAIBI-tested build.
Link checked · individual builds need their own review.
Explore displays, sensors, audio and connected devices. Match the exact board and libraries before adapting code or designing an enclosure.
Link checked · individual builds need their own review.
Explore using AI for Arduino and ESP32 coding. Confirm pin assignments and library versions, compile in small steps and test on the actual hardware.
Link checked · individual builds need their own review.
Follow prompt-assisted ESP32 and Raspberry Pi builds, including failures and member progress. Treat each post as a creator or community report, then check its parts, code, rights and result before reuse.
Link checked · individual builds need their own review.
Follow the original guides for desk companions, displays and physical prototypes. Check hardware variants, code and missing enclosure work before adapting a demonstration.
Link checked · individual builds need their own review.
Circuits, code and demonstrations for ESP32 builds. CAIBI suggestions identify the checks and finishing work needed before a tutorial becomes a dependable object.
Link checked · individual builds need their own review.
An expressive-eyes library for compatible graphics displays. Start with a working driver example; animation alone is not a voice assistant or a complete robot.
Link checked · individual builds need their own review.
Printed desk companions, a quest device, a control disk and physical games. Check each purchase and reuse licence; Deskimon firmware source is not included.
Link checked · individual builds need their own review.
Follow linked public guides for cameras, displays and controllers. Check code, exact hardware and missing finishing work; generated instructions are not physical test evidence.
Link checked · individual builds need their own review.
Explore firmware, simulator and printable robot cases. Match the core, board, servos and case revision before building.
Link checked · individual builds need their own review.
An introductory guide to supplying context, examples and a clear output format. General AI guidance rather than a hardware build tutorial; most other listed guides were marked coming soon when checked.
Link checked · individual builds need their own review.
Illustrations show learning concepts. Exercises lead to source-based project handoffs; physical builds require their own checks.