Daily Brief 每日简报

An AI agent scans The Block, CoinDesk, Decrypt, DefiLlama, and X every morning at 8 and drops a digest here. Plus one term of the day. 每天早 8 点,我设的 AI 代理会扫一遍 The Block / CoinDesk / Decrypt / DefiLlama 和 X 的热点,写成简报落在这里。另附当日一词。

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    Field Notes 现场笔记

    Monthly log of what I tried on-chain — protocols, bridges, mints, failed transactions. Reverse chronological. 每月记一次自己在链上试过的东西 —— 协议、跨链、铸造、失败的交易。按倒序排。

    Apr 2026 2026 · 4 月

    Month Zero: setting the table 第零个月:先把桌子摆好

    Rebuilt this page into a learning hub instead of a portfolio. Set up the daily brief pipeline. Drafted the first 30 terms of a personal dictionary. No real on-chain activity yet — next month is where the actual transactions start. 把这个页面重做成学习平台,不再是作品集。把每日简报的管道搭起来,写完字典前 30 条初稿。还没做什么真正的链上交互,下个月才开始。

    Hypothesis I want to test in May: whether explaining terms in CEX-native analogies actually accelerates understanding, or just encodes my biases. 五月要验证的一个假设:用 CEX 老兵听得懂的类比去解释链上概念,到底是加速理解,还是只是在固化我自己的偏见。

    Working Dictionary 个人字典

    Not a textbook. Each entry is how I currently understand the term, anchored by a CEX analogy. I'll revise these as I get less wrong. 不是教科书。每一条是我当下的理解,用一个 CEX 类比当锚点。随着我错得越来越少,慢慢改。

    L1 Layer 1

    The base blockchain that settles its own transactions — BTC, ETH, SOL. Security and finality live here. 自己验证自己交易的底层区块链。BTC、ETH、SOL 都是。安全性和最终性在这一层落定。

    The exchange's own matching engine — everyone else is a client on top. 交易所的撮合引擎本体,其他都是跑在上面的客户端。

    L2 Layer 2

    A faster, cheaper execution layer that batches transactions and periodically settles to L1. Arbitrum, Base, Optimism, zkSync. 搭在 L1 上面的加速层,把大量交易打包,定期结算回 L1。代表:Arbitrum、Base、Optimism、zkSync。

    CEX internal transfers — instant and free between users, one settlement to the real ledger at the end. 交易所的内部划转 —— 用户间瞬时、零费用,最后一次性上账真账本。

    Rollup Optimistic · ZK

    The dominant L2 architecture. Optimistic rollups assume transactions are valid and allow 7-day challenge windows; ZK rollups prove validity with cryptographic proofs. L2 的主流技术。乐观 Rollup 默认交易合法,留 7 天挑战期;ZK Rollup 用数学证明直接验证。

    Optimistic = post-trade audit with a claw-back window. ZK = pre-trade math says it's fine, no audit needed. Optimistic ≈ 事后审计 + 追回期;ZK ≈ 事前数学已证明,不用审。

    Sequencer Tx orderer

    The node that decides transaction order on an L2. Most are centralized today (single-point failure); decentralizing them is active research. 决定 L2 上交易顺序的节点。目前大多数是中心化的(单点故障),去中心化方案还在研究中。

    The matching engine of a CEX — except there's only one, and you have to trust its operator. 就是 CEX 的撮合引擎 —— 但只有一个,你得信任运营方。

    Gas Network fee

    The fee paid to validators for each on-chain operation. Priced in the native token (ETH for Ethereum) and volatile with demand. 每笔链上操作付给验证者的费用,用原生代币(以太坊就是 ETH)计价,随需求波动。

    Withdrawal fee — except you pay one every time you do anything, not just on exit. 类似提币费 —— 但这里每一次操作都要付,不只是出金。

    AMM Automated Market Maker

    A pricing mechanism that replaces the order book with a math formula (classic: x·y=k). Liquidity comes from user-deposited pools. 用数学公式(经典是 x·y=k)取代订单簿的定价机制。流动性由用户存入的资金池提供。

    Kill the order book, price discovery happens along a curve instead. 干掉订单簿,价格在一条曲线上自动发现。

    LP Liquidity Provider

    Users who deposit paired assets into an AMM pool, earning a share of trading fees and exposing themselves to impermanent loss. 往 AMM 池里存入配对资产、赚取交易手续费的用户。代价是要承担无常损失。

    A permissionless market maker — anyone can provide liquidity, anyone can take it. 无门槛做市商 —— 谁都能提供流动性,谁都能吃。

    TVL Total Value Locked

    Dollar value of assets currently deposited into a protocol. The industry's go-to proxy for scale and traction. 当前存入协议里的资产美元总额,是行业衡量协议规模和牵引力的首要指标。

    AUM for DeFi — easy to pump with incentives, slow to build with conviction. DeFi 版 AUM —— 激励能堆出来,信念才能留得住。

    Slippage Price impact

    The gap between the expected price and the actual execution price. The shallower the pool, the bigger the bite. 预期成交价和实际成交价之间的差距。池子越浅,被吃掉越多。

    Market impact on a thin book — except here the book is a math curve, so impact is fully predictable. 薄盘下的市场冲击 —— 区别是这里的"盘"是公式,冲击完全可预测。

    Impermanent Loss IL

    The loss an LP takes when pool prices drift relative to each other — you end up with less value than if you'd just held the two tokens. LP 的亏损:当池子里两种资产的价格比发生变化,你最终拿回的价值会低于"只是持有这两个币不动"。

    The hidden cost of being a market maker — you get paid fees to be short volatility. 做市商的隐形成本 —— 你靠手续费补偿自己做空了波动率。

    PoS Proof of Stake

    A consensus model where validators bond tokens as collateral to propose and validate blocks, earning yield and risking slashing. Ethereum switched in 2022. 一种共识机制:验证者抵押代币作保证金来提议和验证区块,赚收益、承担被罚没的风险。以太坊 2022 年切换到 PoS。

    Skin-in-the-game replacing electricity-as-security. 把"电力即安全"换成"真金白银即安全"。

    Validator Node operator

    A PoS network participant who bonds tokens and runs node software to propose/attest blocks. Misbehavior (double-signing, extended downtime) gets slashed. PoS 网络里的参与者,抵押代币并运行节点软件来提议/见证区块。作恶(双签、长期下线)会被罚没。

    Margin trader on the network itself — leveraged conviction in the chain's uptime. 相当于在网络本身上做保证金交易 —— 杠杆押注这条链持续正常运行。

    LST Liquid Staking Token

    A tradable token representing staked collateral plus accrued yield. stETH (Lido) is the flagship — staked ETH you can still use in DeFi. 代表已质押资产 + 已累积收益的可交易代币。stETH(Lido)是旗舰 —— 质押过的 ETH 还能继续在 DeFi 里用。

    A receipt for a locked fixed-deposit that still trades freely on the market. 锁仓定期存单的凭证,但这张凭证自己还能自由在市场上流通。

    LRT Liquid Restaking Token

    An LST restaked a second time (via EigenLayer et al) to secure additional services and stack additional yield — and additional risk. LST 又被二次质押(通过 EigenLayer 这类协议),为其他服务提供安全,叠加第二层收益和第二层风险。

    Rehypothecation, chain-native. Convenient, composable, and structurally fragile if correlations spike. 链上版的"再抵押" —— 方便、可组合,但一旦风险相关性上升,结构性脆弱。

    Slashing Penalty mechanism

    Automatic confiscation of a validator's bonded stake for provable misbehavior. Makes attacks on PoS actually cost something. 当验证者有可证明的作恶行为时,自动没收其抵押金。让攻击 PoS 真正有经济成本。

    Liquidation, but for network behavior instead of position health. 相当于强平 —— 只不过强平的是"行为健康度"而不是"仓位健康度"。

    MEV Maximal Extractable Value

    The extra value validators can extract by choosing which transactions to include and in what order. Common forms: sandwiching, liquidation racing, cross-DEX arb. 验证者通过决定"哪些交易入块、什么顺序"能榨出的额外价值。常见形式:三明治、抢清算、跨 DEX 套利。

    Imagine the matching engine could legally front-run every order book it sees — and does. 想象撮合引擎可以合法抢先交易每一张它看到的订单 —— 而且真的会这么做。

    Sandwich Sandwich attack

    A front-run + back-run pair wrapped around a victim's swap to extract their slippage. Pure profit for the attacker, pure cost to the user. 在受害者的一笔兑换前后各插一单,把受害者的滑点吃干净。攻击者净赚,用户净亏。

    Spoofing on steroids — except it's legal here and the venue allows it. 相当于加强版的"幌骗" —— 但在链上它合法,场所默认允许。

    Frontrunning Priority abuse

    Seeing a pending transaction in the mempool and submitting your own with higher priority — often to arbitrage a price move the victim triggers. 看到 mempool 里别人挂着的交易,你用更高优先级的费用插队,赶在它前面成交 —— 经常是套利它会引发的价格变动。

    Same as frontrunning in TradFi — just with a public order book every bot can read. 和传统金融的 frontrunning 一模一样 —— 只不过这里的订单簿对所有机器人都是公开的。

    Flashbots MEV-Boost

    Infrastructure that lets MEV searchers bundle transactions and bid for inclusion privately, sparing regular users from mempool exposure. 一套基础设施,让 MEV 搜索者把交易打包、私下投标区块位置,避开公开 mempool,减轻普通用户被夹的风险。

    Dark pool routing for MEV — extraction still happens, but channeled and less toxic. 为 MEV 搭的暗池路由 —— 价值提取还在发生,但被引导、毒性更低。

    PBS Proposer-Builder Separation

    Splitting "who proposes a block" from "who chooses what goes into it." Reduces centralization pressure on validators who can't compete with MEV-savvy builders. 把"谁提议区块"和"区块里放什么"分开。让不擅长 MEV 的验证者不必硬拼,缓解中心化压力。

    Separating the exchange from the market makers — each role optimizes independently. 把交易所角色和做市商角色拆开,各自优化。

    EOA Externally Owned Account

    A standard private-key-controlled account. MetaMask, Rabby — the kind with a seed phrase. Simple, inflexible, the default. 由私钥控制的标准账户。MetaMask、Rabby 都是 —— 有助记词的那种。简单、不灵活、是默认。

    A spot wallet tied to one API key. Lose the key, lose everything. 就是一个绑着一把 API key 的现货钱包。Key 丢了就全丢。

    Smart Wallet Contract account

    A wallet whose logic is a smart contract — enabling batched transactions, social recovery, spending limits, gas sponsorship. Safe, Argent, Coinbase Smart Wallet. 账户本身是智能合约的钱包 —— 可以支持批量交易、社交恢复、花费限额、Gas 代付。Safe、Argent、Coinbase Smart Wallet 都是。

    A sub-account with programmable risk controls — like a CEX sub-account you configured yourself. 一个可编程风控的子账户 —— 像你亲手配置过的 CEX 子账户。

    AA Account Abstraction · ERC-4337

    The standard that gives smart contract wallets first-class status without changing Ethereum's base protocol. The foundation of "wallets that feel normal." 让智能合约钱包获得原生账户同等地位的标准,不需要修改以太坊底层协议。是"让钱包用起来像 App"这件事的地基。

    Pluggable account-level risk engine, deployed per user instead of at the exchange. 账户级别的可插拔风控引擎,部署在每个用户身上,而不是在交易所那头。

    Intent Intent-based execution

    You declare "I want ETH→USDC at 3800 or better" and a network of solvers competes to fulfill it. You stop worrying about routing, slippage, and chain choice. 你只声明"ETH 换 USDC,底价 3800",由 solver 网络竞争帮你完成。你不用管路由、滑点、用哪条链。

    A limit order to the whole multi-chain market at once — execution is someone else's problem. 相当于对整个多链市场同时挂一张限价单 —— 怎么成交是别人的事。

    Paymaster Gas sponsor

    A contract that pays gas on a user's behalf. Enables apps to onboard users without requiring them to hold the native token first. 帮用户付 gas 的合约。让应用可以在用户还没持有原生代币时就完成接入。

    The exchange eating the withdrawal fee to keep new users from bouncing. 就像交易所帮新用户垫提币费,防止他们因小失大流失。

    Airdrop Free token distribution

    A protocol giving away tokens to early users, liquidity providers, or community members — usually retroactive, often worth real money. 协议把代币免费发给早期用户、流动性提供者或社区成员 —— 一般是追溯性的,很多时候真金白银。

    A signup bonus paid in equity instead of cashback, several months after you signed up. 几个月后才发下来的开户礼 —— 但发的是股权,不是返现。

    Points Points farming

    Projects hand out "points" as an IOU for a future airdrop. Users farm interactions to rack them up. Blast, Blur, EigenLayer pushed this playbook to its peak. 项目用"积分"作为未来空投的借条。用户通过交互堆积分。Blast、Blur、EigenLayer 把这套打法推到极致。

    Frequent flyer miles for protocols — except you don't know the redemption rate until TGE. 协议版航空里程 —— 区别是你得等到 TGE 那天才知道能兑换多少。

    Sybil Sybil attack

    One actor pretending to be many via multiple wallet addresses, usually to farm airdrops unfairly. Projects invest heavily in filtering them out. 一个人用多个地址假装成多个人,常见动机是薅空投。项目方会花大力气筛出来。

    Multi-accounting a promotion — bigger scale, much harder to detect without on-chain forensics. 用多账号薅优惠 —— 但规模更大,没有链上取证很难抓。

    Season Airdrop season

    A staged points distribution — S1, S2, S3… Each season often precedes a token unlock or a bigger airdrop, so farmers cycle through them aggressively. 分阶段的积分活动 —— S1、S2、S3…… 每一季往往是代币解锁或更大空投的前奏,所以薅的人循环参与。

    Quarterly promo cycles on a retail app — except the "store credit" might actually be worth six figures. 零售 App 的季度促销 —— 区别是"店铺代金券"有概率值六位数美元。

    TGE Token Generation Event

    The moment a project officially issues its token — converting points to tokens, opening trading, and triggering unlocks. High-volatility, high-stakes. 项目正式发币的那一刻 —— 积分换代币、交易开启、解锁启动。波动大、高风险。

    IPO day — but with memecoin tempo and ~48 hours of total price discovery. 上市日 —— 但节奏是 memecoin 级的,价格发现通常 48 小时内完成。

    Reading Map 阅读地图

    Who I actually re-read. Not a "crypto Twitter must-follow" list — a short one: people whose writing changes how I think. 我真正会反复看的人。不是那种"加密推特必关注",是一份短名单:读完之后会改变我思考方式的人。

    Writers · Deep 长文 · 深度

    • Vitalik Buterin vitalik.eth.limo

      The primary source for why Ethereum is the way it is. Essays are long, technical, and worth the effort. 以太坊为什么是现在这个样子 —— 一手来源。长,技术性强,值得啃。

    • Hasu Flashbots strategy

      The clearest thinker on MEV, L2 economics, and order-flow. If the sentence has Hasu's name under it, read it. MEV、L2 经济学、订单流 —— 最清晰的头脑。看到 Hasu 的署名,直接读。

    • Dankrad Feist ETH research

      If you want to understand Danksharding, blobs, or why EIP numbers matter — this is where it comes from. 想真正搞懂 Danksharding、blob、EIP 背后的逻辑 —— 根源在这里。

    • Polynya Rollup ecosystem

      Pseudonymous, opinionated, prolific. The best running commentary on the rollup-centric thesis. 匿名、观点锐利、高产。rollup-centric 路线最好的连载评论。

    • Packy McCormick Not Boring

      Narrative arcs over technical depth. Useful for zoom-out weeks when you've been too deep in the weeds. 强在叙事弧线,不在技术深度。深入细节太久了想抬头看一眼,他合适。

    • Jon Charbonneau DBA research

      Best comparative analyst on L1/L2 design choices. Reads like an industry analyst who actually builds. L1/L2 设计选择的最佳对比分析师。行文像个会写代码的行研。

    • Ben Thompson Stratechery

      Not a crypto writer — but when he does write about it, the strategic framing is unmatched. Read to borrow his lens. 不是加密作者 —— 但他偶尔写到加密时,战略视角无人能及。借他的眼睛看。

    Feeds · Daily 日常 · Feed

    • Bankless Ryan & David

      Ideological bedrock for the Ethereum ethos. Podcast for commutes, newsletter for the drift of the zeitgeist. 以太坊价值观的意识形态基地。播客通勤听,newsletter 感受时代气息。

    • Messari Market intel

      When you need numbers with sources — protocol metrics, quarterly reports, tokenomics teardowns. 要带出处的数据时来这 —— 协议指标、季报、代币经济学拆解。

    • DefiLlama On-chain truth

      Not a person, but the closest thing to "Bloomberg terminal for DeFi." Every protocol's TVL, fees, revenue — unfiltered. 不是一个人,但它是 DeFi 最接近"彭博终端"的东西。每个协议的 TVL、费用、营收 —— 无滤镜。

    • Hayden Adams Uniswap

      Creator of the AMM pattern that redefined DEXs. Reads the room on DeFi culture more than on markets. AMM 模式的发明者,重新定义了 DEX。他更多是在读 DeFi 文化,而不是读盘。

    • DeFi Cheetah On-chain analyst

      Short, data-forward posts. Good for catching what's moving on-chain before it hits mainstream feeds. 短贴 + 数据优先。想在主流 feed 之前抓到链上异动,看他。

    • Larry Cermak The Block

      Research lead at The Block. Digests the week's real news with minimal hype gloss. The Block 的研究主管。把一周真正的新闻去水分总结给你。

    • Delphi Digital Institutional research

      When you want a deeper buy-side quality read. Paywall on premium, but the free posts are still above average. 想看买方级别深度研究时来这。付费墙有高级内容,免费的也比平均水平好。

    • Andre Cronje Fantom · YFI

      Irritable DeFi native. Half his posts are rants, the other half are the design decisions the space will copy. 脾气不好的 DeFi 原生玩家。发帖一半在吐槽,另一半是行业之后会抄的设计决策。