Whitepaper · InkFox · £4
The detail under the diagram — InkFox, layer by layer.
Identity, memory, routing, and the seams between them, which is where most real systems either hold together or fall apart. For builders who’ve seen the structure and now want to understand how each layer actually behaves. Written from a live, running system, not a whiteboard.
Stop guessing at the middle layer of your AI: see how a working one is actually built.
The structure paper showed you the shape. This one goes inside the identity, memory and routing layers (and the seams between them), with the real validation prompts you can run on any AI you own, today. Design-level detail, not a code dump.
Get the paper · £4 →Downloadable PDF · pairs with the InkFox Structure paper · register by email; one-click checkout coming soon.
Written by someone who has actually shipped this
Not a theorist. The person documenting the layers is the person who built and runs them, and who has built real businesses before.
Four things this paper puts on the page
Layer skeletons and the real test prompts, never a complete, copyable production layer.
The identity layer
How you give an AI a stable sense of who it is and how it should behave: the small, well-made instruction file almost nobody documents.
The memory layer
What the system remembers, where it lives, and how it’s kept honest, so context survives without quietly poisoning the next answer.
The routing layer, and the seams
How work gets sent to the right place, plus the joins between layers where real systems succeed or fail. This is the genuinely rare bit, written down.
The Layer-Level paper
£4One paper, one price. A downloadable PDF you keep, and the validation prompts inside work on any AI you run, today.
- Identity, memory & routingthe working layers, examined closelyIncl.
- The seams between themwhere systems hold or fall apartIncl.
- The real validation promptsrun them on any AI you ownIncl.
- Layer skeletonsthe shape, not a copyable production layerIncl.
Take the set and save
Layer-Level is one of a seven-paper set on training your AI. Grab the six-pack for £17, or all seven for £20: cheaper than buying them one at a time, and the natural next step after Structure.
A fair-return promise
It’s £4, so this is simple: if the paper genuinely isn’t useful to you, just ask and I’ll refund it. No form, no hoops. I’d rather you kept the goodwill than a few pounds.
Before you buy
Should I read the Structure paper first?
Ideally, yes. This one assumes you’ve already seen the overall shape: Structure gives you the map, Layer-Level takes you inside each room. You can read this on its own, but they’re better as a pair.
Is this code, or concept?
Design-level detail, not a code dump. You get layer skeletons and the real validation prompts (enough to build and test your own layers), but never a complete, copyable production layer to paste in.
What format is it, and what does it cost?
A downloadable PDF, £4. Prefer to read the whole set? The six-pack is £17 and all seven papers are £20.
How do I actually get it?
Right now you register by email and I’ll send you the link. A one-click checkout is on the way. Either way the price is the price; nothing changes but the number of clicks.
Do the prompts work on my AI?
Yes. The literal-reader principle and the validation prompts are written to work on any AI you run, today: they’re not tied to InkFox.
Whitepaper · InkFox · £4
Get the detail under the diagram.
Identity, memory, routing (and the seams between them), from a system that actually runs. A £4 downloadable PDF, with a fair-return promise. Register by email and I'll send you the link (one-click checkout coming soon).
