Building Agentic Memories on Sui
how do bots remember things?
how do agents build a sense of self, a memory, a mind?
and how can we build that kind of intelligence into our tools?
this night is for devs, founders, and curious minds thinking about what’s next in AI and Web3.
we’re digging into agentic memory systems - how they work, why they matter, and how to build them using:
MCP (model context protocol): a lightweight standard for memory across all agents and models
neo4j: the leading graph database for structuring knowledge
Walrus: decentralized data storage built on top of sui
no more GET and POST. no complicated backends. just data, graphs, and memory.
with MCP, you spin up a server, feed it some structure, and bam suddenly your agent starts remembering things - contextually, persistently, and intelligently.
what we’ll cover:
what mcp is and why it shifts how memory works in ai
how to build graph-rag using neo4j and plug it into agent workflows
how to store knowledge on walrus using sui
how to spin up your own mcp server
how this changes the game for backend devs, startups, and researchers
you’ll get to see live demos, eat good food, and meet cool sui ecosystem projects like the most efficient DEX there is, Full Sail.
it’s gonna be a mix of hands-on learning, vibey convos, and real experiments in how machines remember.
bring a laptop if you want to build. or just bring yourself - curiosity is more than enough.
this is where AI, memory, and web3 converge.
and you're invited to build it with us!
Thanks to our Community Partners Build City and Station 3!
Educator Bio:
Eric Manganaro is a seasoned developer, entrepreneur, and educator with a core leadership role at Blockchain Center. With a passion for accessible dev education and decentralized tech, Eric specializes in building bridges between innovation and community.
🛠️ Tech Spotlight
🧱 About Sui
Sui is a first-of-its-kind Layer 1 blockchain designed for fast, secure, and scalable digital asset ownership. With its object-centric model and the Move programming language, Sui enables parallel execution, sub-second finality, and high-performance on-chain apps. It’s the ideal playground for developers building the next generation of interactive, user-first Web3 experiences.
🐋 About Walrus
Walrus is a decentralized storage and application development protocol built on Sui. It allows developers to manage rich on- and off-chain data (videos, images, audio, and more) using Move-based smart contracts. Originally created by Mysten Labs, Walrus transforms what’s possible with decentralized data access.
⛵ About Full Sail
Full Sail is revolutionizing AMMs, voting escrow, and (3,3) mechanics with our ve(4,4) model, optimizing ROE to ensure every token emitted drives real value. Incubated by Aftermath Finance and backed by the Sui Foundation & Adeniyi the Co-Founder of Sui. We’re building the most capital-efficient DEX ever.