Membase is in private beta with 1K users. See what it takes to build a personal knowledge base for AI agents, why the manual approach fails at scale, and how Membase automates the entire process. https://lnkd.in/gQY5mCWF
Aristo
Software Development
San Francisco, California 93 followers
Context-Aware AI for Everyone
About us
We believe that context management is the next key to unlocking AI's full potential. From optimizing on-device models used by millions to researching efficient AI systems, we've always prioritized both performance and user safety. Now we're building a user-oriented memory layer that gives people full authority over their data. AI should be powerful, but it should also respect your privacy and put you in control.
- Website
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https://aristo.so
External link for Aristo
- Industry
- Software Development
- Company size
- 2-10 employees
- Headquarters
- San Francisco, California
- Type
- Privately Held
- Founded
- 2025
Locations
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Primary
Get directions
San Francisco, California, US
Employees at Aristo
Updates
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Aristo reposted this
Today, we joined the AI Founder Salon as a panelist, hosted by Anthropic, Han River Partners, and NTTVC. As a startup building in the emerging AI space, our CEO, Shinhyeok Hwang, highlighted a pivotal shift: the next generation won’t rely on a single, do‑everything agent, but on multiple vertical agents that communicate and each handle specific tasks. Without durable, shared context across those agents, users are forced to re‑enter their information for every agent. And it triggers constant cold‑starts and degrading the experience. Benjamin Mann, Co‑founder of Anthropic, also underscored the importance of contextual intelligence as the next frontier for agents. This reinforced our conviction that Membase, our synced memory infrastructure can serve as the foundation for consumer AI, enabling agents to remember, coordinate, and adapt across sessions and surfaces. I’m deeply grateful to Jin Ho Hur for providing such a thoughtful venue to share Aristo’s vision for the future.
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Aristo won 2nd place🏆 in 'Claude Code Builder Hackathon'🎉
Aristo won 𝟐𝐧𝐝 𝐩𝐥𝐚𝐜𝐞🥈 out of 100+ teams at the 'Claude Code Builder Hackathon' held in Seoul.🔥 As runners-up, we're thrilled to receive $6,000 in Claude API credits. What makes this win especially meaningful is that we built the MVP of 'Membase - Synced Memory for your Agents'. It's exactly the idea we've been developing as our next project after pivoting in September. In just 3 hours, we successfully implemented a synced memory system that allows multiple AI agents to maintain shared context, dramatically improving productivity for everyday tasks. Winning this hackathon gives us great momentum as we kick off this new venture. Huge thanks to Anthropic, SK Telecom, and Coxwave for organizing such a great event and giving us the opportunity to validate our next project. Special thanks to Benjamin Mann, Jo Zhu Kennedy, Jaeshin (Jason) Lee, Suk Geun SG Chung 정석근, Eric Davis, and Dongeon Kim. And of course, huge shoutout to Shinhyeok Hwang for grinding through those intense 3 hours with me. We're continuing to develop Membase and are excited to share more soon. Also looking forward to today's AI Founder Salon event with the Anthropic team and fellow startup founders! 🚀
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Introducing Membase. Today’s AI Agents forget context created outside their own services. Membase is an MCP-based knowledge base that keeps the latest context alive across any agent by linking to MCP servers. Check out our MVP, which won second prize at the SK Telecom × Anthropic Hackathon. Join the waitlist at: https://membase.so