Advanced blockchain

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Modular Chains and Shared Sequencers: Why They Matter and Who’s Shipping

Modular Chains & Shared Sequencers: Why They Matter and Who’s Shipping The blockchain stack is unbundling. Execution, data availability, and sequencing are no longer welded together. In 2025, modular chains plus shared sequencers are reshaping UX, MEV markets, and how teams ship apps. This guide cuts the jargon: what “modular” really means, how shared sequencers […]

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DePIN Playbook: Real Users for Real Networks (Helium, Hivemapper, io.net)

DePIN Playbook: Real Users for Real Networks (Helium, Hivemapper, io.net) DePIN (Decentralized Physical Infrastructure Networks) turn crypto incentives into real-world capacity wireless coverage, maps, compute, storage, sensors. 2025’s thesis is simple: the token only works if the network works. This playbook focuses on what builders and growth teams can ship today: a clear taxonomy, unit-economics

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RWA in 2025: From Hype to Product—Treasuries, Funds, and Compliance Playbooks

RWA in 2025: From Hype to Product Treasuries, Funds, and Compliance Playbooks Real-world assets (RWAs) are no longer a demo. Institutional funds, treasuries, and credit deals have crossed from pilot to product, with transfer-restricted tokens, compliant on-chain funds, and KYC-aware rails. This piece maps the landscape you’ll actually build and operate in: what counts as

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Solana Actions and Blinks: Transacting from Any App (and X)

Solana “Actions” & Blinks: Transacting from Any App (and X) Solana Actions and Blinks unlock a new UX primitive: onchain actions that execute from almost anywhere, a website, a blog post, an email, a chat client, even an X (Twitter) post. Instead of driving users through multi-page dApp flows, you publish a simple, shareable link

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AMD on DePIN: current state of ROCm and rendering vs. ML compatibility

AMD on DePIN (2025): The Real State of ROCm & HIP  Rendering vs. ML Compatibility Can AMD GPUs earn on decentralized GPU networks today? Short answer: yes for a growing chunk of rendering, and limited, but improving options for ML. This operator-focused guide explains what actually works in 2025 across ROCm/HIP on Linux and Windows,

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Inference as a Side Business: hosting LLM endpoints on decentralized networks with SLAs

Inference as a Side Business: Hosting LLM Endpoints on Decentralized Networks with SLAs If you can serve fast, reliable LLM responses at a fair price, there’s steady demand from agencies building chat tools to startups needing overflow capacity. The twist: instead of buying expensive GPUs, you can rent compute on decentralized networks and still promise

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Operator Playbook: Monitoring, Client Diversity, and Incident Response for AVSs.

Operator Playbook: Monitoring, Client Diversity, and Incident Response for AVSs If you operate nodes for Actively Validated Services (AVSs) shared sequencers, oracles, keeper networks, DA layers, coprocessors,  your job is to convert invisible reliability into visible risk reduction. This playbook outlines how to set service-level objectives (SLOs), implement a production observability stack, enforce client diversity

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Restaking Risk Lab: Modeling Slashing Scenarios and Correlation Stress Tests.

Restaking Risk Lab: Modeling Slashing Scenarios and Correlation Stress Tests Restaking promises to “rent” Ethereum’s economic security to new Actively Validated Services (AVSs): oracles, sequencers, data availability networks, keeper networks, and more. The upside is clear, shared security, faster bootstrapping, and composable incentives. The risk is also clear—slashing that can ripple across AVSs and operators

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AI x Crypto DePIN: Earn From Decentralized GPU Networks (io.net vs Render vs Nosana)

AI x Crypto DePIN: Earn From Decentralized GPU Networks (io.net vs Render vs Nosana)  Setup, Payouts, and Risks Decentralized Physical Infrastructure Networks (DePIN) promise a permissionless marketplace for scarce resources like bandwidth, storage, and GPUs. In 2025, demand for AI training and inference has made GPU DePIN one of the most active categories. This guide

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Smart Wallets and Passkeys: The Guide to Account Abstraction (ERC-4337)

Smart Wallets & Passkeys: The 2025 Guide to Account Abstraction (ERC-4337) Passwords are dying, seed phrases have scared mainstream users for a decade, and wallet UX is finally catching up. In 2025, passkeys (WebAuthn/FIDO2) are going default on major platforms, while account abstraction (ERC-4337 smart accounts) turns wallets into programmable apps that can do gas

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