Salvor Labs
A mirrored sphere stands in an open desert, reflecting the landscape and sky at the horizon.

Knowledge that outlives the session.

Exploring the knowledge layer of AI.

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Progress should
carry forward.

The next frontier is what AI can retain, share, and build on.

We explore a knowledge layer that persists across sessions and vendors. A shared foundation for coding agents to carry context forward, learn from prior work, and coordinate as a swarm.

Our aim is simple: every new session should begin further ahead.

Putting knowledge
to work.

Tools and research for a more continuous, collective way of building.

Salvor

In beta

Repository-owned engineering memory for coding agents. Preserve decisions, failures, domain knowledge, and deferred work across sessions, teams, and models.

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Beyond the individual agent

Our research looks toward coordinated agent swarms: sharing useful knowledge, preserving context, and building on each other’s work.