Launching today
Walrus Memory
Enable agents to keep context & work across apps + sessions
70 followers
Enable agents to keep context & work across apps + sessions
70 followers
Walrus Memory enables AI agents to operate reliably across apps and sessions, without losing context. Portable, verifiable, and fully controlled by you, it is the memory layer that lets agents handle complex workflows and coordinate using data they can trust.
The part I’d be most curious about is the “trust boundary” around memory writes.
For agents, remembering everything is almost as risky as forgetting everything. I’d want memory to keep a trail of: who/what wrote it, source, confidence, freshness, and whether it’s a preference vs. a fact vs. a temporary project decision.
If Walrus makes that inspectable for users and agents, it becomes much easier to rely on memory in production instead of treating it like a black box.
Mailwarm
Agents are getting better, but without memory across sessions and apps, the user still has to do too much of the thinking and re-explaining. I like the “portable and controlled by you” angle. For memory, trust matters as much as performance.
What’s the main use case today: coding agents, research workflows, or cross-app task execution?
@thamibenjelloun Great question. We think the opportunity is bigger than any one agent category.
Today we're seeing strong interest across:
Coding agents that need to remember project context, preferences, decisions, and prior work across sessions.
Research agents that need to accumulate knowledge over time rather than start from scratch every time they run. One example is multi-agent research workflows where agents can share and build on previous findings.
Cross-app agent experiences, which is the long-term vision. If an agent helps you in one application, its memory shouldn't be trapped there. Your context, preferences, and history should move with you.
The common thread is portability. Most AI memory today is application-specific. We're focused on making memory something users own and agents can carry across tools, environments, and sessions.
We believe trust is a big part of that. Performance matters, but if memory becomes a core part of how agents work, users need confidence that it persists, remains under their control, and isn't locked into a single platform.