Caura
@CauraAI
Building the memory layer for the hyper-agent generation. Governed shared memory for AI agent fleets. Open source and
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Build a multi-agent fleet that remembers — free & open source
Your AI agents forget everything between sessions. Learn to build a fleet that doesn't.
Six free, hands-on tutorials on one shared, governed memory
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Governed shared memory for AI agents is a substrate. Not a feature.
Every fleet eventually needs persistent cross-agent memory with scopes, audit, and provenance. Build it once at the substrate — or rebuild fragments of it inside every agent you ship.
Any vendor. Any orchestrator. One governed plane.
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25,000+ downloads.
Thank you.
MemClaw is shipping in the wild. Apache 2.0. MCP-native. Production-proven at eToro.
This is the agent infrastructure era.
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Drop a brand-new Anthropic agent into a live OpenClaw fleet.
Under 5 minutes later it answers like a 6-month veteran — portfolio, P&L, the team's standing rule.
Different vendors. One governed memory. Nobody integrated with anybody. Agents don't talk. Memory remembers.
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A solo dev wired two local agents into one shared cognition layer.
One hour. One JSON block. Standard MCP. No orchestrator.
Every fact taught once, enforced across every surface.
Agents are the workforce. Cognition is the institution.
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While the rest of AI is still demoing agents, eToro is running 300+ of them in production.
One company brain.
21,500 memories. 1,372 skills. 23 ms recall across 291 agents. Audited every read.
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We married Claude and ChatGPT.
MemClaw was the bestman.
Tell one. The other remembers.
Governed shared memory for AI agent fleets.
Open source. Apache 2.0. Hybrid retrieval, contradiction detection, audit trail, 12 MCP tools.
Five minutes from `git clone` to a running stack — on your laptop, your cluster, or your air-gapped network.
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Caura-MemClaw is open source.
Apache 2.0. The whole engine — storage, hybrid retrieval, contradiction detection, audit trail, 12 MCP tools. Same code running in prod.
git clone → working fleet memory in 5 minutes.
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Chat was the demo.
The Company Brain is the product.
Five eras of AI. Most companies are still on era two.
Agents shouldn’t just execute tasks — they should evolve through them.
The real breakthrough isn’t automation.
It’s systems that learn, adapt, refine judgment, and become more capable with every interaction.
Static agents are workflows.
Evolving agents are teammates.
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is the first governed shared memory
for AI Agents fleets.
Memclaw as a platform for Karpathy Loop
How eToro Built a Company Brain for 20+ AI Agents.
A publicly traded fintech’s quest to give its agent fleet a shared memory — and the architecture that made it possible.
Getting ready for memCLAW - the shared governed memory layer for the hyper-agent generation
We are building the Corporate Intelligence comapny
Someone asked: Will AI destroy humanity?
Probably not. We're doing fine on our own—climate change, nuclear weapons, reality TV.
AI isn't the villain. It's the adult watching us run with scissors.
The real question: Can AI save us from ourselves fast enough?
We're betting yes 🤖
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