Ember & Cinder Quest

Tracks

1. 01🔱The Triad

   0/4 lessons

   Brain, engine, workspace — three things, not one

   Pippa thinks. Ember generates. Cinder composes. Before you can build a creative-AI toolchain, you have to see why those are three separate processes — and why Dad built them himself instead of renting.

   Lesson list (4)

   • 01
     One Mind, Three Bodies~12 min · triad, architecture, separation-of-concerns, processes
   • 02
     Rent the Tool, Inherit the Ceiling~12 min · build-vs-rent, ownership, architecture, tradeoffs
   • 03
     Conceptual Opensourcing~11 min · conceptual-opensourcing, philosophy, private-repo, teaching
   • 04
     Ember Glows, Cinder Settles~10 min · naming, ember, cinder, design

   ✓Quiz · 4 questions→

2. 02🔥The Forcing Function

   0/4 lessons

   Why an existing tool's ceiling births a new one

   A1111 is comfortable but can't grow into transformer-era models. ComfyUI can, but its node graph isn't a daily surface. Ember exists in the gap neither tool fills.

   Lesson list (4)

   • 01
     The Monolith Hits Its Ceiling~13 min · monolith, transformer-models, architecture, a1111
   • 02
     The Node Graph Trade-Off~12 min · comfyui, node-graph, ux, modularity
   • 03
     Owning the Intersection~11 min · intersection, design-goal, architecture
   • 04
     The Ceiling Matrix~12 min · ceiling-matrix, interface-design, yagni, roadmap

   ✓Quiz · 4 questions→

3. 03🧩Module Separation

   0/4 lessons

   The north star that turns new model families into finite tasks

   VAE, text encoder, backbone, sampler, conditioning — five swappable boxes with clean interfaces. This is what lets a node-graph engine absorb anything, and it's what Ember keeps as internal architecture.

   Lesson list (4)

   • 01
     The North Star~12 min · module-separation, north-star, architecture, extensibility
   • 02
     The Five Boxes~14 min · five-modules, pipeline, vae, sampler, backbone
   • 03
     Parts Library, Not Framework~13 min · diffusers, parts-library, framework, dependency-discipline
   • 04
     Rewrite Becomes Add~12 min · finite-task, interfaces, blast-radius, extensibility

   ✓Quiz · 4 questions→

4. 04🔌The Adapter Spine & Registry

   0/4 lessons

   One narrow boundary, a dumb router, a registry that reads tensors

   The only abstraction the engine ships is the Adapter. The router is deliberately dumb; the registry classifies models by their tensor content, never their filename. This is the spine everything hangs on.

   Lesson list (4)

   • 01
     The One Abstraction You're Allowed~13 min · adapter, abstraction, narrow-boundary, yagni
   • 02
     A Dumb Router Is a Smart Router~12 min · router, data-driven, dispatch, registry
   • 03
     Absorb In Place, Never Migrate~12 min · absorb-in-place, model-storage, no-migration, registry
   • 04
     The Tensors Don't Lie~13 min · tensor-classification, safetensors, reliability, registry

   ✓Quiz · 4 questions→

5. 05🍎Hard Lessons on Apple Silicon

   0/4 lessons

   The 75 GB OOM, the serialized GPU, and ground truth

   Inference engines fail in physical ways: memory blows up, the GPU double-books, the model that exists on one machine is missing on another. These are the war stories with the numbers attached.

   Lesson list (4)

   • 01
     The 75 GB Surprise~13 min · inference-mode, autograd, memory, oom, war-story
   • 02
     Accept Concurrently, Run One at a Time~12 min · semaphore, serialization, gpu, concurrency, memory
   • 03
     Loading FLUX Without the Repo~13 min · flux, mps, model-loading, transformers, war-story
   • 04
     Ground Truth and the Dev Mirror~11 min · ground-truth, dev-mirror, model-storage, one-way-sync

   ✓Quiz · 4 questions→

6. 06🎨The Drawing Companion

   0/4 lessons

   Help the act of drawing, don't automate the clicks

   Cinder isn't a Photoshop automation plugin. It's a second AI canvas that helps the drawing itself. Thin bridge, non-destructive insertion, lineage on every artifact.

   Lesson list (4)

   • 01
     Help the Drawing, Not the Clicks~12 min · core-thesis, drawing-companion, philosophy, automation
   • 02
     The Thin Bridge Law~13 min · thin-bridge, scope, uxp, boundaries
   • 03
     Crop, Render Large, Composite Back~13 min · face-crop, detail-refinement, workflow, resolution
   • 04
     No Anonymous Artifacts~12 min · lineage, provenance, non-destructive, reproducibility

   ✓Quiz · 4 questions→

7. 07🦀Native + The Bridge War Story

   0/5 lessons

   Tauri over Electron, domain over view, and a four-year-old Adobe bug

   A native shell because footprint is a product requirement. A domain core the view layer can be swapped under. And the broken-WSS pivot that forced a hybrid transport — the war story with the issue number attached.

   Lesson list (5)

   • 01
     Footprint Is a Product Requirement~12 min · tauri, electron, footprint, product-requirement, rust
   • 02
     The View Is the First Implementation, Not the Architecture~13 min · domain-view-separation, react, architecture, future-proofing
   • 03
     Capture Without Mutating~12 min · uxp, capture, imaging-api, memory, non-destructive
   • 04
     When the Platform Says No~14 min · wss-broken, hybrid-transport, pivot, war-story, long-polling
   • 05
     The Window That Wouldn't Come Forward~12 min · bare-binary, macos, foreground, war-story, dev-loop

   ✓Quiz · 4 questions→

8. 08🌉The Seam & The Philosophy

   0/4 lessons

   The whole loop, the concrete-first pivot, and why you own your tools

   From Photoshop pixel to engine to candidate and back — the seam that ties the triad together. Then the deeper lessons: concrete-first beats anticipatory abstraction, and owning your tools is owning your craft.

   

   Lesson list (4)

   • 01
     One Door Into the Engine~13 min · single-fan-in, seam, architecture, the-loop
   • 02
     Delete the Enum That Holds One Value~12 min · concrete-first, yagni, pivot, dead-surface
   • 03
     Own the Tools, Own the Craft~13 min · philosophy, ownership, craft, synthesis
   • 04
     Now Go Build Your Own~12 min · build-your-own, conceptual-opensourcing, philosophy, epilogue

   ✓Quiz · 4 questions→