AI agents
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.
Jessie Mongeon
Tech Lead Manager for Builder Education at Mysten Labs. Writes build guides, tutorials, quickstarts, and framework integrations that help developers build with Walrus. Focused on turning complex technology into practical resources for builders.
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.