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🪙📊Vitalik warns Ethereum bloat is becoming a real risk 以太坊共同創辦人 Vitalik Buterin 直言，Ethereum 正面臨「狀態膨脹（state bloat）」問題，若不及時清理，將逐步削弱網路的可運行性與去中心化。 #Ethereum#Markets#区块链 #Scalability#Crypto#以太坊 ——— 結構解讀關鍵👇🥇資源搜索群🖲️👆 他指出，目前的鏈上負擔主要來自： • 狀態資料長期累積 • 節點運行成本持續上升 • 協議複雜度過高，影響長期可維護性 Vitalik 強調，未來升級方向不是無限擴張功能，而是「結構性瘦身」， 包括 更好的狀態管理、Verkle Trees、無狀態或半無狀態節點設計。 ⚡️ Insight • 清理不是倒退，而是為 10–20 年可持續運行 打底 • 降低節點門檻 = 強化去中心化核心價值 • 以太坊進入「工程理性期」，而非敘事膨脹期 👇⭐️👇 🤣 留言分享觀點 🥲👇

Up-to-date article about data-stream processing: Apache Kafka, microservices, JVM to GoLang migrations, ES & Cassandra. What they did when they got 6x traffic increasing in 6 month #design#cases#microservices#scalability https://medium.com/@magicpineng/in-depth-look-at-a-scalable-robust-data-stream-processing-pipeline-using-golang-processing-500k-9e68310a0675

Paradigm Pushes for Rapid Ethereum Upgrades Venture capital firm Paradigm urges for faster Ethereum development, suggesting multiple major upgrades yearly. They emphasize prioritizing non-controversial improvements like scalability, user experience, and Rollups tech, opposing delays for decentralization. Read more here. #Ethereum#VC#Crypto#Scalability#UserExperience#Rollups

🪙🚨#UPDATE: EF confirms BPO-1 is now live.#Ethereum#Upgrade 以太坊基金會BPO-1 正式啓用，將每區塊 blob 上限提升至 15，在無需硬分叉的情況下擴大 L2 數據空間、提升整體吞吐。後BPO-2 預計將於 1 月上線，帶來新一輪容量擴張。 #以太坊#Rollups#L2 #Scalability#Crypto#区块链 ——— Proto-Danksharding 路線持續推進，L2 成本、容量、應用密度將迎來下一階段改善。 ✅Chat: @Web3NewsInsight 🦂 👇Tip👇讚 或點擊進行💎資源搜索👇

🚀 StarkWare Researcher Proposes Complex Bitcoin Transaction Scheme StarkWare researcher Avihu Mordechai Levy has introduced a Bitcoin transaction scheme that aims to circumvent the need for a protocol change. According to NS3.AI, the proposed method involves solving a pre-broadcast puzzle, which would necessitate approximately 70 trillion attempts. Levy characterized this design as a last-resort solution due to its significant computational demands, large transaction size, and potential relay-policy challenges, all of which could hinder scalability. #StarkWare#Bitcoin#transaction#AvihuMordechaiLevy#protocol#computationaldemands#scalability#relaypolicy#BTC

#java#awesome#backend#computer_science#distributed_systems#high_level_design#hld#interview#interview_questions#scalability#system_design You can learn important system design concepts for free, covering topics like scalability, availability, CAP theorem, caching, databases, APIs, microservices, and distributed systems. This resource offers clear explanations, interview preparation guides, and practical design problems from easy to hard, helping you understand how to build reliable, scalable software systems. It also provides links to courses, books, newsletters, and videos to deepen your knowledge. Using these materials can improve your skills for system design interviews and real-world software architecture, making you more confident and effective in designing complex systems. https://github.com/ashishps1/awesome-system-design-resources

🚀 Zcash Open Development Lab Unveils Strategic Direction Focused on Post-Quantum Security On April 13, Zcash Open Development Lab (ZODL) founder Josh Swihart announced the latest developments for Zcash, emphasizing a strategic direction centered on post-quantum security, scalability, and user experience. According to BlockBeats, Swihart likened the initiative to the Artemis II lunar mission, highlighting the pursuit of seemingly impossible goals through technological breakthroughs. The ZODL team revealed that Zcash is entering the 'Zcash IV' phase, aiming to build infrastructure akin to a 'lunar base' to support the protocol and applications' secure expansion to billions of users, while advancing the vision of privacy transactions without large-scale financial surveillance. On the product and technology front, ZODL continues to iterate, with its 3.3.x version now available on iOS and Android, featuring new hardware wallet connection management, SDK upgrades, and multiple user experience enhancements. Key developments include advancing Keystone wallet functionality and upgrading the address system (ZIP 316, UIVK/UFVK). Meanwhile, the Zcash core team has addressed several system issues and is progressing with the Zallet alpha version development, strengthening unified address standards and wallet interaction experience to lay the foundation for future scalability and performance improvements. Additionally, ZODL disclosed ongoing growth in application data and participation in a stablecoin privacy summit to enhance industry collaboration. However, due to increased regulatory and network restrictions, ZODL has temporarily removed its app from Russian app stores. The team emphasized that privacy is not optional but a fundamental need in the digital age, and they will continue to accelerate delivery pace to promote ZEC adoption and ecosystem development. The core of Zcash Open Development Lab is to develop an open, self-custodial private financial platform, aiming to expand ecosystem interoperability through collaboration and bring protected ZEC transactions to the global mainstream market. #Zcash#ZODL#PostQuantumSecurity#Cryptocurrency#Privacy#Blockchain#Scalability#UserExperience#KeystoneWallet#Zallet#Stablecoin#FinancialPrivacy#EcosystemDevelopment#DigitalPrivacy#OpenDevelopment#ZEC

Bitcoin Gains Ground as Fiat Weakens 🇺🇸 Vivek Ramaswamy discusses why Bitcoin surpasses fiat. New investors hold 50.2% of Bitcoin wealth, lower than past ATHs: 85% in 2018 and 74% in 2021. Tether integrates USDt into Bitcoin's ecosystem with new Lightning Network support, enhancing speed and decentralization. ApeChain joins Humanity Protocol's zkProofer network to improve digital identity. USDC Treasury burns 90 million USDC. SEC approves Bitwise Spot Bitcoin and Ethereum ETF. #Bitcoin#Tether#LightningNetwork#DeFi#USDC#ETFs#Crypto#Investment#DigitalIdentity#SEC#VivekRamaswamy#AdinRoss#WealthDistribution#Taproot#Security#Scalability#Finance#Treasury#USDT#ApeChain#zkProofer

AI Startup Anthropic Expands Features 🚀 Anthropic to launch a two-way voice mode for Claude chatbot and enhance memory features for better user interaction, announced CEO Dario Amodei. Google has invested an additional $1 billion, totaling $3 billion, to support the company's operations. 📈 Expect smarter models in the coming months as Anthropic scales up to meet growing AI demand. 🔗 Read more: Forklog #AI#Investments#Google#Tech#Startup#Claude#VoiceTechnology#MachineLearning#Innovation#Funding#Chatbots#DarioAmodei#AIModels#Scalability#UserExperience#NeuralNetworks#Computing#AIIndustry#AIExpansion#FutureTech#VC