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RESEARCH

The science under the products.

Hyperdimensional computing, schema-on-write memory, and deterministic runtimes — published as running code. This is the path from a research idea to a product you can run.

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From representation to running agent

adaLmemory

Memory that never confabulates

Schema-on-write: every fact mapped into a universal 7-layer × 33-role lattice at write time. Recall becomes a deterministic scan — exact answers, versioned history, no model in the read path. Speaks MCP; SQLite or Postgres.

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adaengine

The engine everything plugs into

Ingest, query, and stream, with glyph storage, websocket listeners, and runtime analytics. It hosts the HDC models and MCP tools right next to your agents — state, memory, and compute over open protocols.

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modelshdc

Inference in microseconds, no GPU

An open catalog of pure-HDC models — classification, intent parsing, prompt-injection detection, and more. Character-level encoding, morphology, and syntax, with no LLM in the loop.

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rrotorruntime

Deterministic agent loops

OpenRotor — the open runtime for RotorSpec, the standard for deterministic AI agent loops. The machinery under every product: tools, state, and compute, desktop to cloud.

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codeagentopening soon

The coding agent, in the open

The same governed loop Glyphh Desktop is built on, with Ada memory wired in from the first turn — so the agent remembers the codebase, the decisions, and you.

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the path arrives

Products you can run

Glyphh Desktop →Glyphh CLI →