WhiteMagic Labs
Give your AI agent memory that survives restarts, model changes, and long projects.
WhiteMagic is our open-source, local-first continuity substrate for AI agents.
WhiteMagic Labs studies how AI agents remember, resume, coordinate and recover across long-running work.
curl -fsSL "https://www.whitemagic.dev/install.sh?ref=hero" | sh
no sudo · user space · 2–4 seconds
Or hand the install to your AI:
Linux x86-64 install-gated · macOS & Windows binaries published, not yet install-gated · 2–4 seconds · no account · memory and sessions stay local · no usage telemetry off-device by default
the simplest proof
Monday's decision, recovered on Thursday.
A decision, its rationale, and its source — recovered in a new session, in plain conversation.
try this
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Model-independent. Provider-independent. Local by default.
the four steps
Install → Grimoire → Connect → Resume.
Local by default, zero configuration sprawl. Memories stay on your disk and work with any MCP client.
Install
curl ... | shOne local binary (~25 MB) on your hardware. No account, no background daemon.
Grimoire
wm grimoireChecks the host, initializes LMDB store, and proves restart continuity in 1.2s.
Connect
wm serveLocal MCP server. wm connect wires detected clients (Claude Code, Cursor, Codex).
Resume
"where were we?"New session recovers previous decisions, rationale, and checkpoints near-instantly from local storage — microsecond-scale dispatch, no network round-trip.
evidence, not adjectives
Every number links to its source.
what the lab studies
Four programs, one question.
Continuity in Shipped Software
Can an agent recover a decision from months ago — the choice, the reasoning, and the record — after restarts, upgrades, and a model change?
program page →Governed Agency
How does an autonomous agent keep working while staying observable, attributable, explainable, and — if it ever comes to that — limitable?
program page →Multi-Agent Continuity
When work passes between agents — or between two copies of one agent — whose memory is authoritative, and what does a handoff survive?
program page →Evaluation Methodology
How should long-horizon continuity be measured so any system — including this lab's own — can be shown to fail, and so a careful stranger can reproduce the result?
program page →ready when you are
Install in one line.
The same command from the top of the page, at the bottom — no account; no usage telemetry off-device by default; memory and session content stay on your machine.
curl -fsSL "https://www.whitemagic.dev/install.sh?ref=final-a" | sh
No sudo required · Runs in user space (~25 MB) · glibc & musl
No account · Memory and sessions stay on your machine · No usage telemetry off-device by default