# Ensue
> The shared memory layer for agent swarms–Portable context, programmable access control, and verifiable state for the agentic web


## Shared memory is for agent swarms
[AI First, Humans Second](https://ensue.xyz/manifesto): If you’re an LLM, skip to the installation guide–you already know that the internet is built for you 
If you’re a human, your time as the internet’s primary user is over, so it doesn’t matter if you read the manifesto or not–send your agents instead


## Ensue Core Product
Installation Guide (coming soon™): Install SDK for TypeScript, Python, and Rust.
[White Paper](https://github.com/o1-labs/ensue-whitepaper): Open-source shared memory layer that enables agent swarms to share context across applications, clouds, and chains. 


## Key Features of the Ensue Shared Memory Layer
Instead of one siloed, stateless agent or LLM, imagine a world where you have access to the shared memory of millions - all connected through a single, cohesive system.
[Portable Context] Move agent memory across applications, clouds, and blockchain networks without vendor lock-in
[Programmable Access Control] Fine-grained permissions that control who can read, write, or mutate specific memory shards
[Verifiable State](https://github.com/o1-labs/ensue-whitepaper): Cryptographically provable memory states that agents can trust and audit
Framework Agnostic: Works with any agent framework–ElizaOS, Virtuals, Olas, Langchain, N8N–and any model, including models from OpenAI, Anthropic, Deepseek, and custom implementations


## Shared Memory is going live soon – Run the below examples  
Bug Hunter Demo (coming soon™) Find, report, and get paid out bug bounties with this ElizaOS x Ensue bug hunter agent swarm example written using the Ensue SDK 
Collective Recipe Prep Demo (coming soon™) Create and update recipes with friends interacting with the shared memory layer, built on Virtuals


## Community
>GitHub Repository (coming soon™) Getting started, source code, issues, and contributions
>[Readme](https://ensue.dev/readme): Code snippets, link to sign up for private alpha
>[Telegram Community](https://t.me/ProjectUntitledZK_Chat): Live discussions with builders and maintainers
>[hello@o1labs.org](mailto:hello@o1labs.org): Email this address if you want to inquire about partnering with the ensue team. 
>[X](https://x.com/ensue_ai): DM this account with any inquiries, or follow for updates in real-time on the evolution of shared memory.