In a recent update, sibylcap announced advancements in their file-based memory architecture, which achieved a score of 95.6% on longmemeval. This architecture is now packaged into three pip installs and can be activated with a single command, allowing integration with popular AI coding tools such as Claude Code, Codex, and Hermes agent. Users have the option to authenticate through SIWE wallet signatures, an email with a terminal code, or sub-cent USDC transfers from mobile wallets, enabling easy access while ensuring that memory remains stored locally on the user’s machine by default.

Sibyl Capital: Sibyl Capital develops advanced agentic infrastructure and memory products for AI agents, with a focus on persistent and collective intelligence systems. The project, active on X as @sibylcap and associated with Sibyl Labs and Sibyl Systems, recently packaged its file-based memory architecture into accessible pip-installable tools that integrate directly with coding agents. This architecture enables local, on-device memory management while supporting seamless activation and updates via a simple CLI.

`json
{
“Development Tools”: “A compact CLI provides commands for initialization, status checks with local database snapshots, updates, agent wiring, and device management.”,
“Product Integration”: “The memory architecture auto-wires into leading AI coding tools including Claude Code, Codex, and Hermes agent through dedicated one-command setups.”,
“Authentication Options”: “Users can activate the system using three flexible paths: SIWE wallet signatures, email with terminal code, or sub-cent USDC transfers from mobile wallets.”
}
`