Aybarszafer

About
AI systems are rapidly gaining the ability to reason, act, and operate in the physical world. As intelligent machines begin performing essential work across manufacturing, healthcare, education, and daily life, we must ensure they remain aligned with human values and accessible to all.

The Fabric Foundation is an independent, non-profit organization dedicated to building the governance, economic, and coordination infrastructure that enables humans and intelligent machines to work together safely and productively.
Our Mission
To ensure that intelligent machines broaden human opportunity, remain aligned with human intent, and benefit people everywhere.
Why We Exist
AI is leaving the digital realm and entering the world of atoms. Robots and autonomous agents introduce new challenges—physical safety, real-time decision-making, energy and resource constraints, and interaction with human environments.

Today’s institutions and economic rails were not designed for machine participation. Without new governance frameworks, we risk misalignment, unequal access, and concentration of power.
The Foundation exists to:
- Make machine behavior predictable and observable.
- Enable inclusive participation from people, builders, and communities.
- Build open, durable infrastructure for a world where machines act as economic contributors without legal personhood.

#FABRİC

10,000 uzvarētāji dalās $51,000 $MIRA
Iekļauj viens $1,000 galveno balvu
Mira tīkls paziņo par $MIRA tokenomiku
Mira tīkls ir atklājis pilnīgu tokenomiku savai $MIRA tokenam Base tīklā.
Tokenu detaļas
Token: $MIRA
Kopējā piegāde: 1,000,000,000 MIRA
Tīkls: Base (ERC-20)
Sākotnējā apgrozībā esošā piegāde: 19.12% TGE
Sākotnējā gaisa pilna izdale
6% no kopējā piegādes ir piešķirts sākotnējai gaisa pilnā izdalei agrīnajiem ekosistēmas dalībniekiem, tostarp:Klok lietotājiAstro lietotājiNode deleģētājiKaito yappers

Mira Network had recently applied for and been accepted into the OVHcloud Web3 accelerator program and met DevOps consultancy Dysnix through the scheme. Dysnix engineered, planned, and conducted a transition to OVHcloud, leveraging high-performance cloud and managed Kubernetes services. The strategy focused on "right-sizing," "automation-first," and visibility principles.

The Dysnix team designed a migration and implementation roadmap that aimed to tackle the transition within 17-25 days, leaving ample time for troubleshooting. The Dysnix team re-architected the infrastructure from the ground up, making sure that there was monitoring, alerting, and logging software present from the very first day, as well as scalability by design, planned for the future implementation.

The previous hyperscale solution handled provisioning via manual systems, which the Dysnix team switched over to Terraform and Terragrunt, running infrastructure as code. Orchestration changed from either being unmanaged or manual Kubernetes to OVHcloud’s managed Kubernetes service, and the oversized RDS database moved to an optimized, managed PostgreSQL database. The new solution used predictive / horizontal pod autoscaling to ensure scalability, and VictoriaMetrics, Grafana, and Loki monitoring; none of these systems were in place previously.

The core backend and data layers were moved into a streamlined, two-zone high-availability setup in the OVHcloud Germany (Limburg) region, and instances were chosen based on carefully profiled traffic needs. The Dysnix team also put load balancers in place to ensure traffic optimization.
“We took several steps to make sure the system worked well,” said Daniel Yavorovych, CTO at Dysnix. “At the backend, we configured health checks to detect and restart unhealthy pods automatically, as well as rolling updates to ensure that traffic always kept moving during deployments – which also allowed us to trigger automatic rollbacks if error rates spiked after a new deployment. There was a lot of work that went into designing every aspect of the system, because we knew that Mira Network was growing fast – and that meant keeping things moving.”

The frontend assets were migrated from the hyperscale provider to OVHcloud's object storage and CDN, working closely with OVHcloud’s customer success team, ultimately reducing latency for end users globally. CI/CD pipelines were configured for the front end, ensuring new versions could be seamlessly deployed to S3. The previous setup relied on manual deployments and ad-hoc scripts. Dysnix deployed a GitHub-based CI/CD pipeline using industry-standard tools that automated every step from code commit to production release. This unified deployment model eliminated the operational friction of managing separate frontend and backend release cycles.

The Dysnix team also put in place a multi-layered monitoring stack to make the system self-aware and self-healing. This included using Prometheus to scrape metrics from every Kubernetes node, pod, and application endpoint every 15 seconds. This captures CPU, memory, disk I/O, network throughput, and custom application metrics, such as query latency and blockchain transaction confirmation times.

The Grafana stack (Loki, Alloy, Grafana) dashboards provided real-time visualization of system health, and a set of automated alert rules was also put in place.

#Miranetwork #MİRA
$MIRA

MIRA Token ir dzinējspēks tīkla darbībai. No maksu maksāšanas līdz ķēdes nodrošināšanai, tam ir vairākas lomas, lai uzturētu darbību.

Gāze un darījumu maksas
Katra kustība uz MIRA-20 prasa gāzi, kas tiek maksāta ar MIRA Token, lai atlīdzinātu validātoriem un nodrošinātu drošību. Papildus darījumu maksa ļauj izstrādātājiem gūt papildu ienākumus, veicinot lietotņu izaugsmi un ekosistēmas enerģiju.

Gudrā līguma jauda
MIRA Token nodrošina gudros līgumus, ļaujot DeFi lietotnēm, piemēram, tokenu maiņai vai spēlēm. Tas sedz gāzi un jebkādas papildu maksas, nodrošinot, ka automatizētie darījumi norisinās nevainojami visā tīklā.

OM1 allows AI agents to be configured and deployed in both the digital and physical worlds. You can create one AI persona and run it in the cloud but also on physical robot hardware such as Quadrupeds, TurtleBot 4, and Humanoids.

With OM1, you can interact with OpenAI's gpt-4o (or Gemini, Claude, DeepSeek, or Ollama for local inference) and shake hands with it, mediated by physical robot hardware controlled by one or more LLMs. Agents/robots built on OM1 can ingest data from multiple sources (the web, X/Twitter, cameras, and LIDAR) and can then tweet, explore your house, and help your kids with their math homework.

Since it's open source, you have control and can optimize the system for your home or workplace.

This guide offers an overview of the OM1 agent runtime system, helping developers understand its core components and workflows. Inside, you'll find explanations of OM1’s CLI commands, recommended project structure, step-by-step instructions for adding new inputs and actions, and guidance on configuring your agents and robots for different environments. Additionally, the guide includes practical development tips to streamline your workflow.

Whether you're just getting started with OM1 or looking to optimize an existing project, this guide will equip you with the tools and best practices to develop, deploy, and maintain high-performance agents and robots.

OM1 Capabilities
Title

Description

Simple, modular architecture

Human-intelligible architecture with natural language data buses.

All Python

Independent modules that are easy to maintain, debug, and extend.

Easy to add new data inputs

Seamlessly integrate new data without major changes to the existing architecture.

Easy to support new hardware

Via plugins for API endpoints and specific robot hardware.

Supports Standard Middleware

ROS2, Zenoh, and CycloneDDS

Includes a simple web-based debug display

Watch the system work (WebSim at http://localhost:8000).

Preconfigured endpoints

Text-to-Speech, OpenAI's gpt-4o, DeepSeek, Gemini, Openrouter, Near AI, Ollama (local), and multiple VLMs.

Simulators

Gazebo, Isaac Sim (Coming Soon)
To get started with OM1, head over to Installation Guide.
#robo #OM1 $ROBO
{alpha}(560x475cbf5919608e0c6af00e7bf87fab83bf3ef6e2)

$ROBO is the core utility and governance asset of the Fabric Foundation and is instrumental in the non-profit's mission: Own the Robot Economy. As Fabric scales its network for building and governing safe, general-purpose robots, and as robots become more capable, human society needs infrastructure for open and verifiable human↔machine alignment. $ROBO aligns incentives and enables participation across Fabric. To elaborate on our whitepaper, $ROBO functions as:

Network Fees for Payments, Identity, and Verification
The future of autonomous robots will be onchain. Unlike humans, robots cannot open bank accounts or own passports. They will need web3 wallets funded with crypto as well as onchain identities to track payments. All transaction fees will be paid in $ROBO. The Fabric network will initially be deployed on Base, but as adoption grows, Fabric will migrate and become its own L1 chain, capturing economic value from robot activity.

Crowdsourced Robot Coordination
The protocol enables a decentralized mechanism for coordinating the genesis and activation of robot hardware through $ROBO-denominated participation units. Participants contribute tokens solely to access protocol functionality and coordinate network initialization, receiving priority access weighting for task allocation during a robot's initial operational phase. A portion of protocol revenue is used to acquire $ROBO on the open market, creating persistent buy pressure. Participation does not represent ownership of robot hardware, fractionalized interests, revenue rights, or economic claims. To participate in network coordination, users are required to stake $ROBO.

Participant Ecosystem Entry
As the Fabric ecosystem and robot adoption grows, developers and businesses will want to build applications on the network to access the robot team. Fabric will require these builders to buy and stake a fixed amount of $ROBO, aligning their interests with the success of the network. These incentives will bootstrap early deployment and coordination, structured as network participation primitives such as priority access. Rewards are subsequently paid for verified work, from skill development to task completion, data contributions, compute, and validation.

Governance
The autonomous future should benefit all of humanity Therefore, $ROBO will play a key role in formulating and guiding the network, such as setting fees and operational policies. Fabric Foundation's goal is to build an open network for general-purpose robots, in which anybody can participate and contribute. To support that mission, the initial token allocation is designed to 1) fund long-term ecosystem growth, 2) keep the Foundation sufficiently resourced to manage the network responsibly, and 3) align core contributors and early backers through structured vesting, as summarized below.

Allocation % Vesting
Investors 24.3% 12-month cliff, 36-month linear
Team and Advisors 20.0% 12-month cliff, 36-month linear
Foundation Reserve 18.0% 30% at TGE, 40-month linear for remainder
Ecosystem and Community 29.7% 30% at TGE, 40-month linear; Proof of Robotic Work
Community Airdrops 5.0% 100% at TGE
Liquidity Provisioning and Launch 2.5% 100% at TGE
Public Sale 0.5% 100% at TGE

Mira Network is a decentralized infrastructure platform that focuses on making artificial intelligence more accessible and reliable. The platform uses blockchain technology to enable trustless verification of AI outputs, ensuring accuracy and dependability of AI-generated results. Through its partnership with io.net, hyperbolic, aethir, spheron and exabits, a decentralized physical infrastructure network (DePIN), Mira Network leverages distributed GPU computational power to support faster validation of AI outputs.
The project has secured $9 million in funding from notable investors, including Framework Ventures, demonstrating significant interest in its approach to combining AI and blockchain technology. By utilizing decentralized compute resources, Mira Network aims to reduce reliance on expensive centralized data centers while maintaining high standards of AI output verification.

Mira Network Airdrop Details
Mira Network had a points program through the Klok app, allowing users to earn points by engaging with AI features. Mira Network has opened registration and token claiming for their airdrop distribution. Registration is mandatory before claiming tokens.
Latest Update: Mira Network Registration and Token Claim Live
Important Deadlines
Registration Deadline: October 2, 2025 at 11:00 AM UTCClaim Deadline: October 26, 2025 at 12:00 PM UTC
Registration Process
Check your allocationComplete registration based on your group requirementsRegistration is mandatory. Without completing registration, you cannot claim tokens.Now claim your tokens
Note: Unclaimed allocations will be reallocated toward future network growth, ecosystem incentives, and long-term sustainability.
Verification Requirements by Group
Ecosystem users: Link wallets with GmailNode delegators: Complete KYC & Liveness testKaito Yappers: Authenticate via TwitterAll others: Must still register before claiming
Eligibility Criteria
Eligibility was determined by a snapshot taken on September 22, 2025 at 00:00 UTC. The distribution rewards real contributions and prevents manipulation.
Eligible Groups
Early Ecosystem Users
Users of ecosystem apps including Klok, Astro, and CreatoKlok users required minimum 5,000 points for eligibilityAllocations based on quality of activity rather than point quantityAdditional bonus for Klok mobile app usersAccounts using bots, spam, or fake referrals were excluded
Node Delegators (Drop 1 & 2)
Holders of Sigil of Truth NFTsAllocations distributed by contribution tier
Kaito Yappers
Top 1,000 Yappers across 120-day period share 0.20% of supplyDistribution is linear with additional weight for top 200
Kaito Ecosystem Stakers
Eligible $KAITO stakers from Season 1 receive 0.20% of supply
Discord Community Recognition
Allocation for community members with thoughtful engagement and consistent participation identified by moderators
OKX Quest Participants
10,000 winners share $51,000 in $MIRAIncludes one $1,000 grand prize
Mira Network Announces $MIRA Tokenomics
Mira Network has revealed the complete tokenomics for their $MIRA token on Base network.
Token Details
Token: $MIRATotal Supply: 1,000,000,000 MIRANetwork: Base (ERC-20)Initial Circulating Supply: 19.12% at TGE
Initial Airdrop Distribution
6% of the total supply has been allocated for the initial airdrop to early ecosystem participants, including:
Klok app usersAstro app usersNode delegatorsKaito yappersKaito ecosystem stakersActive Discord community members who helped bootstrap Mira
TGE Unlock Schedule
At Token Generation Event:
Initial Airdrop Recipients: 100% unlocked immediatelyException: Kaito Ecosystem Stakers will have their tokens unlocked after 2 weeks
How to Participate in the Mira Network Airdrop (Ended)
Visit the Klok website (Trustless verified AI Chat)Connect your EVM-compatible wallet (Metamask/Rabby) when promptedSign the wallet connection request to verify your identityInteract with the AI chat feature dailyComplete chat interactions to earn your 10 daily Mira pointsAccess your unique invite link from the platformShare your referral link with others to earn additional points
Maximizing Your Earnings
Consistently chat every day to get pointsUsers can earn 100 points per day just by chattingEngage meaningfully with the AI chat featureShare your referral link on social media platformsKeep track of your point accumulation and referral status
Don't forget to follow us onTwitter,Telegram, &Facebookandsubscribe our newsletterto receive new airdrops!

Introduce
Home
Partners
Funding
Blog
Community
Back to Blog
Feb 24, 2026

Fabric: Own the Robot Economy
The robotics industry is at an inflection point, thanks to the convergence of three forces: 1) AI systems that are beginning to be capable of understanding, predicting, and navigating highly dynamic physical environments, 2) hardware that's sufficiently cheap and reliable to deploy at scale, and 3) and chronic shortages of human labor in professions such as nursing, education, manufacturing, and environmental cleanup. The next major inflection point is to build global systems to navigate this future, where machines that think, remember, and learn, work alongside us to solve our biggest challenges.

Infrastructure built for humans, from door handles to passports to ink signatures, currently excludes non-biological thinking machines. Robots are bottlenecked from becoming an economically-active, global workforce. Robots lack a financial identity. Humans can open bank accounts. Humans can have passports. Humans can sign contracts. Humans can be insured. Humans can be paid. Until robots are able to engage with the world around them as first-class economic participants, they will remain as siloed slaves owned by a few powerful companies.

To address these gaps, Fabric is building the payment, identity, and capital allocation network that will allow robots to operate as autonomous economic participants . This is the foundation for what we call: The Robot Economy.

Where We Are Today
Robots are already deployed in warehouses, retail, hospitals, and delivery, to name a few, but scale is limited by lack of systems to connect and coordinate.

The current fleet model (in a closed loop), is typically structured as:

1. A single operator raises private capital

2. Purchases robots (CAPEX) + runs ops (charging, maintenance, safety, uptime) internally

3. Signs bilateral contracts with customers

4. Settles payments, with cashflows maintained internally as well

This is inefficient because every fleet becomes its own silo with fragmented software. At the same time, it produces a structural mismatch, where the demand for automation is global, but access to robot networks and participation in the robot economy is limited to institutions and well-capitalized operators.

Meanwhile, crypto has unlocked an alternative model for global coordination, with permissionless markets, transparent participation, programmable incentives,verifiable contribution tracking, and onchain identity. Fabric is applying these primitives to robotics. To make this work at scale, robots will need the same thing as humans: a unified open network.

Why We're Building Fabric
Fabric's objective is simple: Own the Robot Economy. Fabric, at its core, is about an open system where anyone can help coordinate, supply and operate robots to be deployed in real-world settings. and share in the returns from automation. Infrastructure built by Fabric is a coordination and allocation layer for robotic labor, enabling participants to access network services and contribute to robot deployment.

Fabric functions like a marketplace infrastructure layer, where it coordinates participation to available work, and settles fees in $ROBO based on verified task completion.¹

These coordination pools enable the purchase and deployment of robot fleets through decentralized community participation. User-deposited stablecoins support robot deployment and give the decentralized community the foundation to operate and maintain the fleet, from charging logistics, routing/scheduling demands, maintenance, compliance monitoring, to uptime guarantees. Employers then pay for robot labor in $ROBO. A portion of protocol revenue may be used to acquire $ROBO on the open market. Participants who coordinated robot genesis receive priority access weighting for task allocation during the initial operational phase.²

Over time, the network becomes a coordination layer for robotic labor, optimizing deployment across industries, geographies, and tasks. $ROBO functions as the native settlement token required for payment of robot services and execution of protocol-level transactions.

Why Blockchain
Robots need three things to function as economic actors.

Firstly, robots need a persistent identity system that can be verified globally. If a robot is deployed into a warehouse, a city, or a delivery fleet, the world needs to know 1) what robot it is, 2) who controls it, 3) what permissions it has, and 4) what its historical performance has been. This identity layer is easiest to implement as an onchain registry, where provenance is auditable and interoperable across operators and jurisdictions.

Secondly, robots need wallets. They must be able to receive payments, pay for services (compute, maintenance, insurance), and settle contracts autonomously. Unlike humans, robots can't open bank accounts, but they can hold cryptographic keys and operate onchain accounts. This then enables programmable settlement at any point in time.

Finally, robotic fleets will only scale if coordination is transparent and participation rights are standardized and accessible. Blockchain is the only system that enables global access, transparent operation, programmable settlement, and verifiable contribution tracking.

Next Steps
Fabric is still early. Robotic fleets at scale will require real-world deployment partnerships, operational maturity, insurance frameworks, and reliable service contracts. But with the advent of robots transitioning into workers with onchain identities who interact in programmable labor markets, the robot economy becomes increasingly tangible. The network that makes robot labor coordinated, deployable, and globally accessible starts with Fabric.

¹ $ROBO does not represent equity, debt, profit share, or ownership of any legal entity or physical asset.

² This access is contingent on active participation and does not represent ownership of robot hardware, revenue rights, or any fractional interest in fleet economics. Participation units are not transferable and do not confer investment returns.