Caura

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. memclaw.net/blog/clawshiel…

@PJOUB16 Waiting for Gemini Spark...

@CauraAI I bet they will have Gemini

We married Claude and ChatGPT. MemClaw was the bestman. Tell one. The other remembers.

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. memclaw.net/blog/etoro-com…

We married Claude and ChatGPT. MemClaw was the bestman. Tell one. The other remembers. memclaw.net/blog/memclaw-b…

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. memclaw.net/blog/caura-mem…

Chat was the demo. The Company Brain is the product. Five eras of AI. Most companies are still on era two.

memclaw.net/blog/road-to-h… 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.

@sebuzdugan you are 100%. This is why we implemented conflict resolution, dedupl, and other tools to facilitate agent coordination.

@CauraAI multi agent is cute but the hard part is governing shared memory writes

memclaw.net/blog/etoro-com… 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.

memclaw.net is the first governed shared memory for AI Agents fleets.

Memclaw as a platform for Karpathy Loop memclaw.net/blog/karpathy-…

Getting ready for memCLAW - the shared governed memory layer for the hyper-agent generation

caura.ai We are building Caura.ai 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 🤖

Hi X 👋 We’re Caura. The memory + emotional intelligence layer for AI. Turning one-off chats into lifelong relationships. Follow along as we build.