Where to Store AI Agent Data?
No single database model answers every question about agent data. Match each kind to the store built for it, and give durable memory its own layer.
Announcement
Blockticity Brings $7.7B in Authenticated Trade Records to Walrus
Blockticity is extending more than 1 million authenticated trade records, representing over $7.7 billion in real-world assets, onto Walrus, strengthening the verifiability of evidence supporting global trade
Agent memory
What Is Context Engineering?
Context engineering is the design and management of information a model sees at runtime, including instructions, state, tools, retrieval, and recalled memory.
Agent memory
How Do AI Agents Learn From Past Interactions?
AI agents learn from past interactions by storing what happened and retrieving it later, not by retraining the model after every conversation.
Agent memory
How Do AI Agents Store Long-Term Memory?
AI agents store long-term memory in an external system that saves selected information outside the model, then retrieves it into the context window when it's relevant.
Agent memory
Why do AI agents lose memory between sessions?
AI agents lose memory between sessions because LLM calls are stateless, where each request is processed on its own with no record of the ones before it.
Tutorial
How to Give Claude Code Memory That Follows You Across Tools?
Claude Code remembers your project, but only on one machine. Walrus Memory makes agent memory portable across Codex, Cursor, and your own agents.
Announcement
Astros and Walrus to Introduce Open Standard for Agentic Trading
The Walrus Verifiable Trading Standard (WVTS) is the foundation agentic trading has lacked: an open standard for trading records AI agents can verify.
Analysis
Agentic Memory Debt: Why Your Agents Keep Accumulating It
What AI agent memory is, why memory debt compounds, and how a portable memory layer keeps agents from starting at zero.
Announcement
Bringing Walrus to the IPFS Ecosystem Through Lighthouse
IPFS builders can now store data on Walrus Protocol directly from Lighthouse – verifiable, high-performance storage with no migration or rewrite.
Product update
Take Your Agent’s Memory Anywhere: Introducing Walrus Memory
Carry context across apps and sessions, coordinate across agents, and own your memory. Walrus Memory plugs into AI platforms, frameworks, and your stack.
Product update
Announcing Predictable Pricing in USD on Walrus
Walrus moves to predictable USD pricing: $0.023/GB/mo for verifiable, decentralized storage. Paid in WAL, with cloud-level reliability built in.
Tutorial
Getting Started with iWalrusSDK: Store and Retrieve Data on Walrus from iOS and macOS
iWalrusSDK is a community-built Swift SDK that saves developer time by giving them a native path to upload, download, and cache data on Walrus.
Product update
How Do You Add Portable Memory to NemoClaw and OpenClaw Agents?
A new Walrus Memory plugin gives NemoClaw and OpenClaw agents portable, verifiable memory across runs, teams, and environments.
Tutorial
Getting Started with walrus-python: Store and Retrieve Data on Walrus Using Python
Walrus is a decentralized blob storage protocol built on the Sui blockchain. If you're a Python developer, walrus-python gives you a native SDK to store, retrieve, and manage data on Walrus, no blockchain experience required. This tutorial walks you through the full SDK: setting up a client,
Announcement
Tatum Integrates Walrus to Accelerate Blockchain Data Access for Developers and AI Agents
Tatum, a leading blockchain infrastructure provider, is making 11TB of historical blockchain datasets instantly accessible to builders and AI agents on Walrus.
Tutorial
Getting Started with Dartus: Store and Retrieve Data on Walrus Using Dart & Flutter
A step-by-step guide to using Dartus, the native Dart and Flutter SDK for Walrus. Upload, retrieve, and manage blobs without dropping into raw HTTP.
News
Walrus is one. The agentic web is what’s next
How Walrus grew in 2025 — Mainnet, new features, and the beta launch of Walrus Memory for AI agents.
Product update
Walrus Memory: How to Give AI Agents Persistent, Verifiable Memory?
Walrus Memory is the portable, verifiable memory layer for AI agents. Persist conversations, checkpoints, and reasoning across sessions. Now in beta.
Analysis
Availability, Access, Programmability: A Decentralized Storage Comparison
Not all decentralized data storage is created equal. See how the protocols compare on availability, access, and programmability, and which fits your app.
Announcement
65 Terabytes of Institutional-Grade Blockchain Data Comes to Walrus Through New Allium Partnership
Allium, trusted by Visa, Stripe, and Coinbase, is making 65TB of institutional blockchain data available on Walrus, encrypted and unlockable on demand.
News
CrowdWalrus: The Future of Crowdfunding is Onchain
Creators own their campaigns, contributors send funds wallet-to-wallet, no platform gatekeeping. CrowdWalrus runs on Sui with campaign data stored on Walrus.
AI agents
AI Agents are Coming to DeFi. Is Your Data Ready?
Autonomous DeFi agents are only as trustworthy as their data. Learn why Walrus is the verifiable, always-available data platform for agentic finance.
Announcement
Shareio and Walrus: Where Creator Content Meets Commerce
Shareio integrates Walrus to help creators monetize content faster while retaining full ownership and control of their work.