We discovered Laminyte.
A layered substrate where raw information is compressed into structure and rehydrated into meaning for agents.
Raw data becomes
structured meaning.
Information enters as noise — unstructured text, fragmented documents, scattered context. Laminyte transforms this raw material into a compressed, navigable substrate.
Each layer of the substrate holds meaning at a different resolution. Surface layers capture broad structure. Deeper layers compress toward the core — dense, precise, retrievable.
When an agent queries the substrate, it doesn't search a database. It traverses structure. Meaning is rehydrated — expanded from compressed form into rich, actionable context.
The element of structured information
Layered
Information exists in structured strata. Each layer compresses meaning at a different resolution.
Compressible
Raw data is reduced to dense vector representations without losing semantic fidelity.
Traversable
Queries navigate through structure. Retrieval is not lookup — it is navigation.
Rehydratable
Compressed structure can be expanded back into rich, actionable context for agents.
Topology of transformation
Layers of the substrate
Parser
previewExtracts structure from raw inputs — text, markdown, images, screenshots
Embeddings
previewConverts parsed structure into high-dimensional vector representations
Vector Store
futurePersistent structured storage with similarity-indexed access patterns
Retrieval
futureNavigates the substrate to surface relevant context packets
Rehydration
futureReconstructs compressed meaning into agent-consumable context
Simulate the substrate
Enter raw input. Watch Laminyte parse, embed, and retrieve structured meaning.
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Future pathways
Laminyte will extend through the Model Context Protocol — connecting agents to the substrate wherever they operate.
Local Tools
Mac & Windows agents with native file system access and tool orchestration
Agent Workflows
Structured pipelines connecting agents to the Laminyte substrate for context retrieval
API Access
Programmatic interface for embedding, retrieval, and rehydration operations