Projects

Projects behind HumemAI.

Explore the projects that shaped HumemAI so far, including funded work, infrastructure experiments, and product-facing memory systems.

Audit-Ready Memory

Open-source, local-first memory for AI agents with transparent logs, deterministic replay, and explicit deletion workflows for public-interest use.

Funded by SIDN Fund · Pioneer project · 2026

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CypherGLOT

A compiler-first Cypher frontend that validates a disciplined Neo4j-style subset and lowers it into backend-aware SQL output for embedded runtimes.

Core open-source compiler

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ArcadeDB Embedded Python

Native Python bindings for ArcadeDB with bundled runtime packaging, embedded execution, and a cleaner path to graph, vector, and multi-model workloads from Python.

Open-source Python integration

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HumemDB

A Python-first embedded runtime that orchestrates SQL, Cypher, and vector search across the engines that already do each job well.

Core open-source runtime

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Machines With Human-Like Memory

A foundational PhD project exploring how AI systems can move beyond stateless prompting toward richer, more human-like memory that stays structured, inspectable, and useful over time.

Foundational PhD project

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