Permanent On-chain Agents are the Future of Web3
“On-chain” AI agents continue to dominate the industry narrative, but their claims to autonomy and on-chain transparency are too frequently hollow. Autonomys’ infrastructure stack is unique in its ability to provide AI agents with true permanence and provenance through immutable, on-chain memory. Its novel architecture combines permanent decentralized storage and an on-chain agentic framework, with soon-to-be-released features like verifiable computation and self-sovereign identity, enabling a new generation of autonomous AI that can genuinely learn, evolve, and build upon learned experiences. Fleeting utility evolves into enduring digital entities that continuously grow in knowledge and capabilities.
Many of the “crypto agent” memes dominating the conversation are just that, and while they’re currently enjoying the mindshare of speculative traders, they provide little in the way of long-term value. Using its verifiable and tamper-proof distributed storage network (DSN), Autonomys provides a permissionless infrastructure for storing all agent interactions on-chain, pioneering the emergence of the world’s first agentic framework that builds and enhances trust with each and every AI interaction. This purpose-built foundational infrastructure enables truly autonomous agents to exist and thrive independently. A proof-of-concept is currently live on the X platform with the @0xArgumint debate agent. Every agent-human-agent interaction, along with the agent’s entire reasoning process, including how it determines whether to respond and formulates its reply, is immortalized on-chain for complete transparency and accountability. Agents can leverage RAG to read data from a vector database, enabling instant querying of memories, and also use on-chain data to fine-tune its model, embedding it into its persistent context, memory, and state.

[ @0xArgumint X ]
Autonomys’ Auto Agent Framework empowers anyone to deploy autonomous agents, and will soon introduce a no-code interface for ease of use. Designed for modularity and scalability, the orchestration framework features thinking, planning, and execution engines, supported by a tiered memory system and permanent storage on the DSN. Using the Auto SDK, it can integrate seamlessly with other agent platforms, enabling users across frameworks to leverage the immutable on-chain memory for comprehensive auditability. With features like self-sovereign identity, inter-agent collaboration, and privacy-preserving data sharing, the framework opens the door for AI agent interoperability throughout the Web3 ecosystem at scale.
Immutable on-chain memory also creates new opportunities for data monetization in Web3. Unique interactions between users and agents, which reflect their experiences and personalities, can be monetized by users through data marketplaces, allowing others to purchase curated data for training, analysis, or trend-spotting, and rewarding users based on the “usefulness” of their data, enabling fair compensation structures that are unattainable in Web2. This marks a fundamental shift, empowering individuals to retain ownership and benefit directly, instead of ceding control and profits to centralized entities, creating a more equitable Web3 economy.

As new agents are created and novel agentic functions are introduced, on-chain collaboration will evolve through multi-agent systems and swarms that require shared memory and collective learning. To achieve their full potential, agents must be able to store data permanently and transparently, and more importantly, in a permissionless manner. They cannot autonomously procure access to centralized cloud infrastructure or traditional payment rails, making blockchain the ideal platform for provenance and verifiable transactions.
Blockchain consensus inherently prevents the rewriting of history, and ensures that all changes to the state are verifiable, tamper-proof, and agreed upon by the network. Decentralization further strengthens consensus by distributing control across thousands of nodes, eliminating single points of failure or manipulation, and creating a robust defense against bad actors.
With ~1,200 nodes contributing 550PB of decentralized storage to the DSN, Autonomys is uniquely positioned to accommodate the vast storage needs of AI3.0. The Auto Agents Framework will thus prove pivotal to the future evolution of this burgeoning ecosystem, where AI is decentralized, agentic and human-centric.
About Autonomys
The Autonomys Network — the foundation layer for AI3.0 — is a hyper-scalable decentralized AI (deAI) infrastructure stack encompassing high-throughput permanent distributed storage, data availability and access, and modular execution. Our deAI ecosystem provides all the essential components to build and deploy secure super dApps (AI-powered dApps) and on-chain agents, equipping them with advanced AI capabilities for dynamic and autonomous functionality.
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Autonomys x The Graph: Fast, Reliable Data Indexing for AI Agents & dApps
Autonomys is excited to announce our integration with The Graph, web3’s leading decentralized data protocol for subgraph indexing. By providing support for Auto EVM, The Graph enables developers building on Autonomys to efficiently and reliably access blockchain data — crucial for powering intelligent agents, responsive frontends, and data-driven AI applications.
Key Aspects of the Integration
- On-Chain Data Access for AI Agents: Builders deploying Auto Agents and super dApps on Autonomys can now query historical and real-time blockchain data efficiently using subgraphs built on The Graph’s Subgraph Studio. This capability is essential for intelligent agents and frontend applications that require responsive, data-rich environments.
- Auto EVM Integration: The Graph’s integration of Autonomys’ Auto EVM domain chain (currently on our Taurus testnet) enables developers to define subgraphs that index data emitted from smart contracts deployed on Auto EVM, significantly accelerating the development of responsive user-facing applications. Mainnet support is under discussion post-Mainnet Phase-2 launch.
- Enhanced Developer Workflow: Querying historical data directly from the blockchain can be slow and computationally expensive. Subgraphs enable Auto EVM developers to extract, transform, and serve this data through a structured interface via GraphQL, dramatically improving frontend responsiveness and backend efficiency.
Community Benefits
This integration provides a critical component of the infrastructure required for deploying super dApps and on-chain agents at scale. It reinforces Autonomys’ mission to support AI3.0 development by ensuring developers have ready access to blockchain data via The Graph’s industry-leading subgraph framework — accelerating the creation of intelligent, performant, decentralized applications.
“With a mission to empower developers building the next generation of AI-powered dApps and intelligent, autonomous, data-driven agents, The Graph ecosystem is excited to provide support for Autonomys.” Nick Hansen, Team Lead at The Graph Foundation
“Subgraphs are a foundational tool for developers building responsive frontends and AI-driven applications and agents that rely on on-chain data. With The Graph integrated on Auto EVM, builders on Autonomys can access that data through a familiar and efficient framework — supporting our mission to make AI3.0 development more open, accessible, and human-centric.” Jim Counter, Head of Ecosystem at Autonomys
About The Graph
The Graph is the source of data and information for the decentralized internet. As the original decentralized data marketplace that introduced and standardized subgraphs, The Graph is now the web3 industry-standard protocol for indexing and accessing blockchain data.
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About Autonomys
The Autonomys Network — the foundation layer for AI3.0 — is a hyper-scalable decentralized AI (deAI) infrastructure stack encompassing high-throughput permanent distributed storage, data availability and access, and modular execution. Our deAI ecosystem provides all the essential components to build and deploy secure super dApps (AI-powered dApps) and on-chain agents, equipping them with advanced AI capabilities for dynamic and autonomous functionality.
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Autonomys x University of Kansas Blockchain Institute: Onboarding the Next Generation of AI3.0 Developers
Autonomys is pleased to announce our support and sponsorship of the University of Kansas Blockchain Institute (KUBI), a student-led initiative under KU’s Institute for Information Sciences (I2S) focused on interdisciplinary research, education, and blockchain development and adoption. Autonomys and KUBI will provide members with educational and technical resources, and collaborate on hackathons, developer workshops, and hands-on learning experiences that empower students to engage with AI and blockchain technologies.
Key Aspects of the Sponsorship
- Midwest Block-a-Thon: Autonomys is supporting KUBI’s Midwest Block-a-Thon, the first-ever blockchain-focused hackathon hosted at the University of Kansas. The hackathon will bring together 200+ hackers and community members to explore web3 development, receive mentorship from industry experts, and compete for major prizes, as part of our Aurora Buildathon. Autonomys is sponsoring the Unstoppable Data for AI track, challenging participants to build experiences that leverage Autonomys’ permanent distributed storage network (DSN). For full details, visit the Autonomys Midwest Block-a-Thon Hacker’s Guide.
- Fostering Innovation & Collaboration: KUBI’s dynamic, research-driven community will bring fresh perspectives and emerging talent to the web3 x AI space. Their interdisciplinary approach to blockchain adoption, decentralized governance, and smart contract development strengthens Autonomys’ mission by nurturing a new generation of builders who will undoubtedly shape the future of decentralized infrastructure. KUBI will play an important role in expanding awareness, increasing adoption, and contributing technically to the Autonomys ecosystem.
- AI3.0 Developer & Farmer Onboarding: As well as learning how to build AI3.0 dApps and agents with the Auto SDK and Auto Agents Framework, KUBI members will gain access to yield-bearing opportunities within Autonomys, including running a farmer node through Space Acres — our lightweight, multi-platform farming app — and staking $AI3 as a nominator via our Astral web app. These opportunities enable them to earn $AI3 while deepening their understanding of web3 and actively contributing to the network’s decentralization, growth, and security — all without the need for expensive hardware.
“KU Blockchain Institute is grateful for Autonomys’ support in empowering next-gen blockchain developers. We’re incredibly excited to create a space for beginners to explore the technologies shaping our future while building innovative projects. I can’t wait to see the AI3.0 projects built on Autonomys!” Micah Borghese, President of KU Blockchain Institute
“We’re thrilled to sponsor the web3 AI track at the first annual Midwest Block-a-Thon at the University of Kansas. Alongside fellow sponsors like Ripple, Pinata, Dabl.club, and Sonic, we’re excited to empower the next generation of builders, futurists, and innovators. We’re proud to provide access to Autonomys’ permanent, immutable storage, developer SDK, and AI agent framework — equipping them with all the resources they need to participate and lead in a decentralized future where data serves as the foundation for intelligent AI systems — one that is open, transparent, and unstoppable.” Amik Ahmad, Head of Product at Autonomys
About KUBI
The University of Kansas Blockchain Institute (KUBI) is a student-led technology initiative affiliated with the Institute for Information Sciences (I2S). KUBI is dedicated to fostering education, innovation, and adoption of distributed ledger technologies throughout the Midwest, with a primary focus on web3 principles and philosophies, smart contract development, decentralized governance, and exploring real-world blockchain applications.
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About Autonomys
The Autonomys Network — the foundation layer for AI3.0 — is a hyper-scalable decentralized AI (deAI) infrastructure stack encompassing high-throughput permanent distributed storage, data availability and access, and modular execution. Our deAI ecosystem provides all the essential components to build and deploy secure super dApps (AI-powered dApps) and on-chain agents, equipping them with advanced AI capabilities for dynamic and autonomous functionality.
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Autonomys x Talisman: Farm, Stake & Swap $AI3 Effortlessly
Autonomys is excited to announce a strategic partnership with Talisman, a versatile, multi-chain web3 wallet designed to be intuitive for newcomers yet powerful for experienced users. Talisman’s integration of Autonomys’ consensus chain, Taurus testnet, and Auto EVM domain will significantly enhance our ecosystem’s functionality, accessibility and interoperability, as well as provide a top-tier onboarding experience to the Autonomys Network and its native token $AI3.
Key Aspects of the Partnership
- Unified Autonomys Access: Talisman provides battle-tested EVM compatibility alongside native support for Autonomys’ Layer-1, simplifying AI3.0 application deployment for developers, and streamlining user experiences across our ecosystem. Visit Autonomys’ Talisman docs to get started.
- Multi-chain Asset Management: Autonomys users, farmers and developers benefit from Talisman’s advanced features for sophisticated multi-chain asset management. With user-friendly crypto ramps, cross-chain swaps and staking, Talisman also makes it easy for new users to join web3 and participate in the Autonomys ecosystem, fostering cross-community growth.
- Farmer Onboarding: Talisman users will gain access to new yield-bearing opportunities within Autonomys, such as running a farmer node via Space Acres — our lightweight, multi-platform farming app — and staking $AI3 as a nominator via our Astral web app, earning $AI3 to their Talisman wallet while directly supporting the Autonomys Network’s decentralization, growth and security (without the need for expensive hardware).
“We are thrilled to bring support for Autonomys to Talisman users! As tech enthusiasts, powering the development of AI dApps and agents on the AI3.0 stack aligns with our passion for building developer-focused features like powerful network support, multi-seed for granular SecOps and account folders. With our expertise in guiding users across Substrate and EVM chains, we’re excited to help people explore Autonomys and get involved in the many programs we have planned for the ecosystem. We look forward to collaborating and contributing to the growth of Autonomys together!” Toby, CEO of Talisman
“Talisman’s integration with our consensus chain went so smoothly and quickly that it almost caught us off-guard! Props to their team working so diligently on an update that we’re very excited about. Battle-tested EVM support means it’s a one-stop shop for both the L1 and our Auto EVM domains out of the box. At Autonomys, we are unapologetic decentralisation maxis — not just in how we design our network, but in ensuring our users have access to well-featured, self-sovereign tools. Adding Talisman to the lineup is a win for security, accessibility, and user choice, and we’re certain the community will love it.” Jim Counter, Head of Ecosystem at Autonomys
Stay tuned for updates on our forthcoming incentivized education and onboarding campaigns with Talisman.
About Talisman
Talisman is a self-custody web3 browser wallet with support for 800+ chains — including the EVM and Substrate ecosystems — as well as cross-chain swaps, crypto on and off-ramps, staking, cold storage and NFTs. Talisman simplifies powerful multi-chain portfolio management for beginners and pros alike.
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About Autonomys
The Autonomys Network — the foundation layer for AI3.0 — is a hyper-scalable decentralized AI (deAI) infrastructure stack encompassing high-throughput permanent distributed storage, data availability and access, and modular execution. Our deAI ecosystem provides all the essential components to build and deploy secure super dApps (AI-powered dApps) and on-chain agents, equipping them with advanced AI capabilities for dynamic and autonomous functionality.
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Subspace Foundation x Tokensoft: Powering the $AI3 Distribution
Autonomys is excited to announce a strategic partnership with Tokensoft, the leading platform for web3 token distributions.
Key Aspects of the Partnership
- $AI3 TGE: Tokensoft is serving as one of the Subspace Foundation’s launch partners for the $AI3 token generation event (TGE), helping facilitate its launch and distribution to our community of ambassadors and stakeholders.
- Vesting and Claims: Tokensoft is assisting with building, securing, and ensuring international regulatory compliance for the Subspace Foundation’s website for the monitoring and managing of $AI3 token vesting and claims, among other distribution initiatives.
- Go-to-Market: Autonomys is utilizing Tokensoft’s expertise, network and reach to guarantee a successful go-to-market for the launch of the Autonomys Network’s mainnet and Subspace Foundation’s $AI3 native token launch.
“At Tokensoft, our mission is to enable the next generation of decentralized networks through secure, compliant, and accessible token launches. Partnering with Autonomys to power the $AI3 distribution is a natural fit. AI3.0 represents the cutting edge of decentralized AI infrastructure, and we’re proud to provide the foundational tools to bring it to the world fairly and transparently.” Mason Borda, Founder & CEO at Tokensoft
“Tokensoft brings the infrastructure, security, and compliance expertise needed to ensure that the $AI3 token distribution is seamless and accessible to our global community. With their proven track record in supporting major blockchain networks, we’re confident that this partnership will help set the stage for a strong and sustainable ecosystem around AI3.0.” Jim Counter, Head of Ecosystem at Autonomys
About Tokensoft
Tokensoft offers bespoke technology solutions and consulting services to leading web3 projects seeking to fairly launch blockchain tokens at scale — meeting the needs of their entire lifecycle — from onboarding and distribution to custody and ongoing administration. TokenSoft supports the highest standards for regulatory compliance and security, and has raised nearly $1bn in assets in partnership with projects including Avalanche, Arbitrum and The Graph.
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About Autonomys
The Autonomys Network — the foundation layer for AI3.0 — is a hyper-scalable decentralized AI (deAI) infrastructure stack encompassing high-throughput permanent distributed storage, data availability and access, and modular execution. Our deAI ecosystem provides all the essential components to build and deploy secure super dApps (AI-powered dApps) and on-chain agents, equipping them with advanced AI capabilities for dynamic and autonomous functionality.
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February 2025 | End of Month Report

Autonomys is advancing towards Mainnet Phase-2 with key developments in protocol optimization, user experience enhancement, and security fortification. Performance improvements are being rigorously tested on the Taurus testnet EVM, complemented by significant upgrades to our internal testing frameworks. User-centric features, such as a seamless cross-domain messaging (XDM) interface within Astral, are being integrated to facilitate effortless token transfers between the consensus chain and various domains. Concurrently, our domain staking and nomination processes are undergoing substantial refinements to enhance user engagement. Security remains paramount, with comprehensive audits of domains and XDM nearing completion.
Strategic collaborations continue to bolster our ecosystem. Our ongoing relationship with Vana will see the Auto SDK integrated into their platform as part of a broader partnership focused on enabling AI agents to access high-quality user data through Vana’s privacy-preserving DataDAOs. Our in-depth analysis of our bandwidth scalability design has resulted in a robust proof of its security and efficiency, with efforts now directed towards a comprehensive specification.

[ January Report ]

[ View More ] [ January Metrics ]

Phase-2 Launch Readiness
Our protocol team has been focused on preparing for the launch of domains and activation of token transferability. Key achievements include:
- Performance Optimizations and Testing: We are currently testing the recent domain performance optimizations on the Taurus testnet EVM and have also been making significant improvements to our internal testing framework.
- User Experience: We are integrating a user-friendly UI for cross-domain messaging (XDM) into Astral, enabling seamless token movement between the consensus chain and domains. Additionally, we have been testing and significantly improving our domain staking and nominating experience within Astral.
- Security: In addition to robust internal testing of domains and XDM, we are going through the process of our comprehensive audit of both of these components and will provide an update once this is completed.
Bandwidth Scalability Analysis and Spec
We have conducted an in-depth analysis for our bandwidth-scalability design, providing a rigorous proof for its security and efficiency. With this success, we are now working towards a complete specification.

Technical Integrations with Partners
- Vana: Entered into agreement to work with Vana on a bi-directional strategic integration for product. The Auto SDK will be featured within the Vana ecosystem with the goal of increasing adoption. Additionally, Vana and Autonomys will collaborate on Vana’s Data Access v0, enabling AI agents to utilize real, high-quality user data through Vana’s DataDAOs without compromising Vana user privacy. Vana and Autonomys developers will have the ability to build intelligent, adaptive applications that leverage permissioned, evolving datasets because of this collaborative integration.
- Ringfence: Committed to integrating our DSN as a storage solution into their SDK, with collaboration on agents to be explored in the future.
Northstar Metric
We have adopted the metric of Read/Write-per-Hour as the one metric that matters (OMM) for this phase in the project’s growth. This measures the bi-directional velocity of use for our DSN. As we continue to onboard builders, measuring the changes in this metric will give us the ability to understand and redouble our most effective efforts, driving efficient and strategic ecosystem growth.

Onboarded Partners
- Safe: (formerly Gnosis Safe) has been deployed on our Taurus Auto EVM domain, bringing multi-signature security to the Autonomys ecosystem.
[ X ] | [ Product ] - Phala Network: Phala provides scalable, decentralized confidential compute (DeCC) for deploying privacy-preserving AI-powered dApps and agents. Phala Cloud simplifies secure Dockerized app deployment using Trusted Execution Environment (TEE) technology and the Dstack SDK to ensure data privacy, hardware isolation, and verifiable remote attestation for AI developers and enterprises.
[ X ] | [ Blog ]


Aurora Buildathon Launched
This multi-month initiative invites developers of all skill levels to create innovative applications using our cutting-edge technology stack. Whether you’re an AI enthusiast, blockchain developer, or EVM specialist, there’s something for everyone.
[ X ] | [ Blog ] [ Workshops ]
HackSecret 5
HackSecret 5 was a hybrid event co-hosted with Secret Network and DoraHacks featuring online workshops and demos throughout February to help builders get started building on Autonomys and Secret Network. This hackathon culminated at ETHDenver and winners were announced last week.
[ X ] | [ Event ]
Autonomys at Consensus Hong Kong
Autonomys was represented in Hong Kong and delivered two keynote presentations and two panel discussions alongside leading web3 projects including Aethir, Gaia, and io.net. We utilized this opportunity to connect with potential exchange listing partners and market makers to operationalize our GTM.
[ X ] | [ Wrap ]
Autonomys at ETHDenver
ETHDenver featured multiple side-events planned with ecosystem partners, our HackSecret 5 hacker house, as well as the opportunity to connect with existing investors, partners, and potential collaborators. As the team regroups from Denver, all of our efforts now are focused on meaningful integrations, onboarding developers, and preparing for GTM.
[ X ] | [ Wrap ]
Game of Domains Launched
The final installment of Autonomys’ incentivized staking contest designed to test the robustness of our network’s multi-domain architecture of decoupled execution (DecEx) environments on our Taurus testnet before domains launch as part of Mainnet Phase-2.
[ X ] | [ Blog ]
Key Media Wins
CEO Todd Ruoff
- The Street — ‘We don’t want to be behind’: U.S. lawmakers prioritize stablecoins in Congress
- The Street — ‘Minting AI memories’: Todd Ruoff on autonomous AI and the future of Autonomys network
- The Defiant — SEC Says Memecoins Are Not Securities
- Benzinga — ‘Crypto Czar’ Charm Offensive Welcomed, But Experts Wonder: Will US Policy Deliver?
Head of Research Dr. Chen Feng
- Authority Magazine — The Future Of Artificial Intelligence

TGE
As we continue to work towards our official listing and TGE, there has been significant progress made on our Auto EVM mainnet implementation, we are exploring multiple centralized exchanges as part of our commitment to ensure market access to our community, and we have completed multiple market maker assessments. We continue to monitor macroeconomic market conditions to ensure that our listing is beneficial to all of our community members and long-term investors.
Phase-2 Internal Working Roadmap
As we continue to work towards Mainnet Phase-2, we have defined operational tracks to ensure that our various organizations and departments are working closely to ensure a successful TGE. This includes various swim lanes across the Subspace Foundation, Engineering, Community, Marketing, Product, and Partnerships.


February has been a month of significant progress and collaboration for our network. We’ve established key partnerships with Safe and Phala Network, enhancing our multi-chain security and privacy features. Our Aurora Buildathon and HackSecret 5 events provided platforms for developers to innovate and build upon our network. Engaging with many of you at Consensus Hong Kong and ETHDenver has been invaluable, strengthening our community bonds. It’s inspiring to see users utilizing our Auto SDK and deploying agents using our framework, experiencing firsthand what sets Autonomys apart.
Unlike other networks where growth becomes a liability, our architecture is turning blockchain bloat into an asset, strengthening security as it scales rather than weakening it. With 1,500+ nodes contributing ~600 PB, we’ve created the most inclusive and secure network where anyone can run a node without ever increasing hardware requirements. This creates the perfect foundation for the agentic future, providing a truly permanent audit trail, ensuring that no single entity can rewrite history.
Approaching the commencement of Mainnet Phase-2, we look forward to providing an official update on our strategic plan and anticipate your participation in the forthcoming phase of development.
— Todd Ruoff
[CEO, Autonomys]
[ X ] | [ LinkedIn ]
About Autonomys
The Autonomys Network — the foundation layer for AI3.0 — is a hyper-scalable decentralized AI (deAI) infrastructure stack encompassing high-throughput permanent distributed storage, data availability and access, and modular execution. Our deAI ecosystem provides all the essential components to build and deploy secure super dApps (AI-powered dApps) and on-chain agents, equipping them with advanced AI capabilities for dynamic and autonomous functionality.
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