Press
Description, citation, assets, contact
Short enough to paste. Everything in it is already true on the rest of the site. There is no funding announcement and no customer quote, because there are none to give.
Boilerplate
FluctlightDB is an open-source, embedded memory database for AI agents. An agent writes what happened with experience(), recalls it from a cue with activate(), and makes it durable with checkpoint(). It has a Rust core and a Python-first API, runs inside the process, and stores one brain directory per agent. It is beta software with one maintainer and no third-party security audit. Benchmark figures are maintainer-reported and have not been independently reproduced.
Licence: MIT or Apache-2.0. Source: the GitHub repository linked below. Package: fluctlightdb on PyPI.
Citation
Ganesh S, “FluctlightDB: A Memory Model of Data for AI Agents”, 2026. Preprint: arXiv:2608.12365 . Archived at doi:10.5281/zenodo.20949890 . A BibTeX block and the longer summary are on the paper page .
Logo and social card
The social card is og.png , 1200 by 630. Icons already published with the site: icon-512.png , icon-192.png , apple-touch-icon.png , favicon.svg . The mark is an engraved brain in a glass case. Please do not redraw it, and do not add a wordmark in a second typeface.
Contact
Open an issue or a discussion on the repository . The maintainer’s GitHub account is voxmastery . There is no press inbox. Security reports go through the security policy in the repository, not through this page.