#+TITLE: GTD Export
#+DATE: [2026-06-08 Mon 20:48]

* Inbox
* Tasks
* Work
** DONE [#A] Prepare node security incident presentation :deep:work:
   :PROPERTIES:
   :List: next
   :Effort: 1:00
   :Created: [2026-04-27 Mon 20:30]
   :Source: gtd-web-import
   :END:
   CLOSED: [2026-04-27 Mon 20:37]

** DONE [#A] AI :deep:work:ai:
   :PROPERTIES:
   :List: next
   :Effort: 8:00
   :Created: [2026-04-28 Tue 10:57]
   :Source: gtd-web-import
   :END:
*** DONE Node swimlane environment deployment testing :deployment:
   :PROPERTIES:
   :List: next
   :Effort: 4:00
   :Created: [2026-04-28 Tue 10:57]
   :Source: gtd-web-import
   :END:
**** DONE Document the end-to-end workflow
   :PROPERTIES:
   :List: next
   :Created: [2026-06-08 Mon 15:03]
   :Source: gtd-web-import
   :END:
   CLOSED: [2026-05-04 Mon 00:00]

**** DONE Document the Harness + OLI architecture
   :PROPERTIES:
   :List: next
   :Created: [2026-06-08 Mon 15:03]
   :Source: gtd-web-import
   :END:
   CLOSED: [2026-06-02 Tue 14:32]

**** DONE Fill in detailed notes for each component
   :PROPERTIES:
   :List: next
   :Created: [2026-06-08 Mon 15:03]
   :Source: gtd-web-import
   :END:
   CLOSED: [2026-06-02 Tue 14:32]

**** DONE Track geth/reth integration progress
   :PROPERTIES:
   :List: next
   :Created: [2026-06-08 Mon 15:03]
   :Source: gtd-web-import
   :END:
   CLOSED: [2026-06-02 Tue 14:32]

**** DONE Align the team on using this document as the single source of truth after reporting
   :PROPERTIES:
   :List: next
   :Created: [2026-06-08 Mon 15:03]
   :Source: gtd-web-import
   :END:
   CLOSED: [2026-06-02 Tue 14:32]

*** DONE Oliver development :oliver:
   :PROPERTIES:
   :List: next
   :Effort: 3:00
   :Created: [2026-04-27 Mon 20:30]
   :Source: gtd-web-import
   :END:
**** DONE Integrate OLI API
   :PROPERTIES:
   :List: next
   :Created: [2026-06-08 Mon 15:03]
   :Source: gtd-web-import
   :END:
   CLOSED: [2026-05-04 Mon 00:00]

**** DONE Review Oliver development progress
   :PROPERTIES:
   :List: next
   :Created: [2026-06-08 Mon 15:03]
   :Source: gtd-web-import
   :END:
   CLOSED: [2026-06-08 Mon 18:36]

**** DONE Harden workflow runner reliability
   :PROPERTIES:
   :List: next
   :Created: [2026-06-08 Mon 15:03]
   :Source: gtd-web-import
   :END:
   CLOSED: [2026-05-04 Mon 00:00]

**** DONE Lock down secrets/redaction in workflow output
   :PROPERTIES:
   :List: next
   :Created: [2026-06-08 Mon 15:03]
   :Source: gtd-web-import
   :END:
   CLOSED: [2026-05-04 Mon 00:00]

**** DONE Reth-fork stage hardening
   :PROPERTIES:
   :List: next
   :Created: [2026-06-08 Mon 15:03]
   :Source: gtd-web-import
   :END:
   CLOSED: [2026-05-04 Mon 00:00]

**** DONE CI image migration to internal/okbase SDK
   :PROPERTIES:
   :List: next
   :Created: [2026-06-08 Mon 15:03]
   :Source: gtd-web-import
   :END:
   CLOSED: [2026-05-04 Mon 00:00]

**** DONE EVM dev smoke hardening
   :PROPERTIES:
   :List: next
   :Created: [2026-06-08 Mon 15:03]
   :Source: gtd-web-import
   :END:
   CLOSED: [2026-05-04 Mon 00:00]

**** DONE Shrink scope to geth/reth and remove unused workflow surface
   :PROPERTIES:
   :List: next
   :Created: [2026-06-08 Mon 15:03]
   :Source: gtd-web-import
   :END:
   CLOSED: [2026-05-04 Mon 00:00]

**** DONE Lock down MR, fork, and OLI task title naming
   :PROPERTIES:
   :List: next
   :Created: [2026-06-08 Mon 15:03]
   :Source: gtd-web-import
   :END:
   CLOSED: [2026-05-04 Mon 00:00]

**** DONE Add workflow build determinism and drift CI checks
   :PROPERTIES:
   :List: next
   :Created: [2026-06-08 Mon 15:03]
   :Source: gtd-web-import
   :END:
   CLOSED: [2026-05-04 Mon 00:00]

**** DONE Align geth workspace-binary runtime with reth Dockerfile.perf parity
   :PROPERTIES:
   :List: next
   :Created: [2026-06-08 Mon 15:03]
   :Source: gtd-web-import
   :END:
   CLOSED: [2026-05-04 Mon 00:00]

** DONE Review automatic deployment for node upgrades :deep:work:
   :PROPERTIES:
   :List: next
   :Effort: 2:00
   :Created: [2026-04-27 Mon 20:30]
   :Source: gtd-web-import
   :END:
   CLOSED: [2026-04-27 Mon 00:00]

** TODO 推进 Base-gateway 线上测试工作 :work:
   :PROPERTIES:
   :List: next
   :Focus: true
   :Effort: 1:00
   :Energy: medium
   :Created: [2026-06-08 Mon 18:25]
   :Source: gtd-web
   :END:

** TODO 推进 AI 回归测试框架工作 :work:
   :PROPERTIES:
   :List: next
   :Focus: true
   :Effort: 1:00
   :Energy: medium
   :Created: [2026-06-08 Mon 18:25]
   :Source: gtd-web
   :END:

** DONE 推进 Oliver Harness 集成工作 :work:
   :PROPERTIES:
   :List: next
   :Effort: 1:00
   :Energy: medium
   :Created: [2026-06-08 Mon 18:25]
   :Source: gtd-web
   :END:
   CLOSED: [2026-06-08 Mon 18:29]

* Part-Time
** PROJ Luvion 六个月工程推进计划 :luvion:sui:roadmap:
   :PROPERTIES:
   :List: next
   :Effort: 0:30
   :Created: [2026-06-08 Mon 17:45]
   :Source: gtd-web
   :END:

工程 Timeline: 2026-05-22。用于统一后续六个月工程推进节奏。

核心口径:
- Luvion 不是 Sui-only 项目；核心能力是高门限 MPC 签名、动态委员会、策略控制和审计日志。
- Sui 是第一阶段 MVP 落地环境，优先验证 account-auth 兼容路径。
- Sui 路线优先 threshold Ed25519/FROST，输出 Sui 可接受的标准 Ed25519 signature envelope。
- ML-DSA 是长期后量子安全路线，不是当前 Sui account-auth 阻塞项。
- Move object / SigningSession 是后续状态记录、审计和产品化层，不作为第一阶段阻塞项。
- 当前不能对外说已完成 Sui 测试网部署，也不能说可用于生产托管。
*** TODO 当前优先：修复 GitHub 最新分支测试到全绿 :luvion:tests:
   :PROPERTIES:
   :List: next
   :Effort: 4:00
   :Energy: high
   :Project: Luvion 六个月工程推进计划
   :Created: [2026-06-08 Mon 17:45]
   :Source: gtd-web
   :END:

重点关注 TCP 集群、节点连接、probe、t0 prefetch、idle connection、重试和超时相关测试。对外技术证据不能存在明显失败测试。

*** TODO 0-3天：统一核心审计状态、Sui MVP 范围和公开边界 :luvion:sui:planning:
   :PROPERTIES:
   :List: next
   :Effort: 2:00
   :Energy: high
   :Project: Luvion 六个月工程推进计划
   :Created: [2026-06-08 Mon 17:45]
   :Source: gtd-web
   :END:

确认 non-Sui core 审计范围和材料；确认 Sui 未纳入当前核心审计；拆 Sui MVP 最小范围；整理 GitHub 公开边界和工程 issue。验收：CEO/CTO 对审计状态、Sui MVP 范围、公开边界无分歧。

*** TODO 0-3天：建立 Sui Account-auth 兼容性验证向量 :luvion:sui:validation:
   :PROPERTIES:
   :List: next
   :Effort: 3:00
   :Energy: high
   :Project: Luvion 六个月工程推进计划
   :Created: [2026-06-08 Mon 17:45]
   :Source: gtd-web
   :END:

锁定 Sui SDK / gRPC / GraphQL 版本；建立 address、intent digest、signature envelope 验证向量，作为后续实现基准。

*** TODO 当前优先：建立公开 GitHub 技术展示仓库 :luvion:github:public:
   :PROPERTIES:
   :List: next
   :Effort: 2:00
   :Energy: medium
   :Project: Luvion 六个月工程推进计划
   :Created: [2026-06-08 Mon 17:45]
   :Source: gtd-web
   :END:

建议仓库名 luvion-protocol-overview 或 luvion-technical-overview。核心协议代码继续私有。公开仓库只展示技术状态、路线和材料链接。

*** TODO 公开仓库：补齐 README 和五份 Docs 概览 :luvion:github:docs:
   :PROPERTIES:
   :List: next
   :Effort: 3:00
   :Energy: medium
   :Project: Luvion 六个月工程推进计划
   :Created: [2026-06-08 Mon 17:45]
   :Source: gtd-web
   :END:

README.md、docs/architecture.md、docs/demo-summary.md、docs/test-summary.md、docs/sui-integration-status.md、docs/audit-scope.md。必须明确不是生产托管软件，Sui 集成还不是测试网部署。

*** TODO 公开仓库：检查敏感内容和禁止表述 :luvion:github:review:
   :PROPERTIES:
   :List: next
   :Effort: 1:00
   :Energy: medium
   :Project: Luvion 六个月工程推进计划
   :Created: [2026-06-08 Mon 17:45]
   :Source: gtd-web
   :END:

不要公开核心敏感实现代码；不要写生产级可用、已完成 Sui testnet deployment、Sui 官方合作/支持、Sui 原生支持 threshold ML-DSA account-auth、具体完成度百分比、内部维护规则或导出痕迹。

*** TODO 第1-2周：跑通 Controlled Ed25519 的 Sui MVP-A :luvion:sui:mvp-a:
   :PROPERTIES:
   :List: next
   :Effort: 6:00
   :Energy: high
   :Project: Luvion 六个月工程推进计划
   :Created: [2026-06-08 Mon 17:45]
   :Source: gtd-web
   :END:

基于 controlled key / fixture 建立 Sui address derivation、IntentMessage digest、Ed25519 signature envelope、本地验签和最小 transaction submit。

*** TODO 第1-2周：形成 Localnet Runbook 和最小交易提交流程 :luvion:sui:runbook:
   :PROPERTIES:
   :List: next
   :Effort: 3:00
   :Energy: medium
   :Project: Luvion 六个月工程推进计划
   :Created: [2026-06-08 Mon 17:45]
   :Source: gtd-web
   :END:

验收：能本地复现一次基于 controlled key 的标准 Ed25519 envelope 验签和最小交易提交流程，并形成 runbook。

*** TODO 第3-5周：接入 Threshold Ed25519/FROST 后端 :luvion:sui:frost:
   :PROPERTIES:
   :List: scheduled
   :Effort: 8:00
   :Energy: high
   :Project: Luvion 六个月工程推进计划
   :Created: [2026-06-08 Mon 17:45]
   :Source: gtd-web
   :END:
   SCHEDULED: [2026-06-15 Mon 08:00]

接入 threshold Ed25519 / FROST 后端；输出标准 Ed25519 signature envelope；补适配代码、脚本和基础测试。

*** TODO 第3-5周：跑 Localnet/testnet 适配验证并记录差距 :luvion:sui:testnet:
   :PROPERTIES:
   :List: scheduled
   :Effort: 6:00
   :Energy: high
   :Project: Luvion 六个月工程推进计划
   :Created: [2026-06-08 Mon 17:45]
   :Source: gtd-web
   :END:
   SCHEDULED: [2026-06-15 Mon 08:00]

验收：证明 Luvion 的门限签名授权可以落到 Sui 可接受的交易路径上，或者明确列出技术差距。

*** TODO 第6-8周：补齐异常路径、日志和测试矩阵 :luvion:sui:tests:
   :PROPERTIES:
   :List: scheduled
   :Effort: 6:00
   :Energy: medium
   :Project: Luvion 六个月工程推进计划
   :Created: [2026-06-08 Mon 17:45]
   :Source: gtd-web
   :END:
   SCHEDULED: [2026-06-29 Mon 08:00]

覆盖 intent digest 一致性、sender address、nonce/retry、quorum 不足、submit reject、gas/object 错误和日志记录。

*** TODO 第6-8周：整理外部 Review Package 和 Demo 材料 :luvion:review:demo:
   :PROPERTIES:
   :List: scheduled
   :Effort: 4:00
   :Energy: medium
   :Project: Luvion 六个月工程推进计划
   :Created: [2026-06-08 Mon 17:45]
   :Source: gtd-web
   :END:
   SCHEDULED: [2026-06-29 Mon 08:00]

整理测试矩阵、demo 文档、demo 视频说明、Move object / SigningSession 状态记录层草案、动态委员会/随机性问题清单、Sui 技术反馈问题清单。目标：可发给 Sui 生态、审计机构或技术顾问。

*** TODO 第9-12周：配合 Non-Sui Core 审计反馈修复 :luvion:audit:
   :PROPERTIES:
   :List: scheduled
   :Effort: 6:00
   :Energy: high
   :Project: Luvion 六个月工程推进计划
   :Created: [2026-06-08 Mon 17:45]
   :Source: gtd-web
   :END:
   SCHEDULED: [2026-07-20 Mon 08:00]

根据核心审计反馈进入修复闭环；同步根据 Sui 外部反馈修复实现或文档。

*** TODO 第9-12周：整理 Sui Threat Model、audit Scope 和 Risk Register :luvion:sui:audit:
   :PROPERTIES:
   :List: scheduled
   :Effort: 4:00
   :Energy: medium
   :Project: Luvion 六个月工程推进计划
   :Created: [2026-06-08 Mon 17:45]
   :Source: gtd-web
   :END:
   SCHEDULED: [2026-07-20 Mon 08:00]

审计范围覆盖 ML-DSA 门限聚合、Lagrange 预乘法、DKG / 密钥生成流程、nonce / 重试安全、Sui Ed25519/FROST 适配器、TCP / P2P 集群稳定性。

*** TODO 第4-6个月：设计多链抽象和 SDK/API 初版 :luvion:multichain:sdk:
   :PROPERTIES:
   :List: scheduled
   :Effort: 8:00
   :Energy: medium
   :Project: Luvion 六个月工程推进计划
   :Created: [2026-06-08 Mon 17:45]
   :Source: gtd-web
   :END:
   SCHEDULED: [2026-08-24 Mon 08:00]

设计 EVM/Solana 等多链抽象层；把 signing session、policy、committee、randomness、audit log 抽象成可复用模块；准备 SDK/API 初版。

*** TODO 第4-6个月：准备 Controlled Pilot 文档和 ML-DSA 后量子路径说明 :luvion:pilot:ml-dsa:
   :PROPERTIES:
   :List: scheduled
   :Effort: 4:00
   :Energy: medium
   :Project: Luvion 六个月工程推进计划
   :Created: [2026-06-08 Mon 17:45]
   :Source: gtd-web
   :END:
   SCHEDULED: [2026-08-24 Mon 08:00]

准备 controlled pilot 文档；同步梳理 ML-DSA 后量子路径，但不作为 Sui MVP 的生产承诺。

* Learning
** TODO Solana Learning :deep:learning:
   :PROPERTIES:
   :List: someday
   :Created: [2026-06-08 Mon 15:03]
   :Source: gtd-web-import
   :END:

** TODO ETH2 Learning :deep:learning:
   :PROPERTIES:
   :List: someday
   :Created: [2026-06-08 Mon 15:03]
   :Source: gtd-web-import
   :END:

** DONE Leetcode :deep:learning:
   :PROPERTIES:
   :List: next
   :Created: [2026-06-08 Mon 15:03]
   :Source: gtd-web-import
   :END:
   CLOSED: [2026-06-08 Mon 18:19]

** TODO Morpho v2 / AAVE v4 / Uniswap v3 / Uniswap v4 :deep:learning:
   :PROPERTIES:
   :List: someday
   :Created: [2026-06-08 Mon 15:03]
   :Source: gtd-web-import
   :END:

** PROJ AI 学习路线 :ai:learning:llm:roadmap:
   :PROPERTIES:
   :List: next
   :Effort: 0:30
   :Energy: medium
   :Created: [2026-06-08 Mon 17:50]
   :Source: gtd-web
   :END:

目标：把用户分享的 AI 学习链接整理成可执行学习路线。

学习顺序：
1. Stanford CS336 Language Modeling from Scratch - implementation-heavy LLM foundations.
2. Stanford CME295 Transformers & Large Language Models - transformer / LLM concepts and modern techniques.
3. Terence Tao interview - AI theory, verification, why LLMs work remains partly unresolved.
4. Running an AI-native engineering org - applying AI coding tools at team/process level.

原则：先做能写代码和复现的课程，再补理论和工程组织实践；每个资源学习后产出简短笔记。
*** TODO AI学习准备：建立课程笔记和进度表 :ai:learning:notes:
   :PROPERTIES:
   :List: next
   :Effort: 1:00
   :Energy: medium
   :Project: AI 学习路线
   :Created: [2026-06-08 Mon 17:50]
   :Source: gtd-web
   :END:

为 CS336、CME295 和两个补充视频建立统一笔记目录。每个资源记录：核心概念、可复现实验/代码、待深入问题、可用于项目的实践点。

*** TODO 第一阶段：Stanford CS336 Language Modeling From Scratch :ai:learning:llm:stanford:cs336:
   :PROPERTIES:
   :List: next
   :Effort: 8:00
   :Energy: high
   :Project: AI 学习路线
   :Created: [2026-06-08 Mon 17:50]
   :Source: gtd-web
   :END:

Playlist: https://www.youtube.com/playlist?list=PLoROMvodv4rOY23Y0BoGoBGgQ1zmU_MT_
Course page: https://cs336.stanford.edu/

定位：实现优先的 LLM 基础课。重点看 tokenizer、Transformer architecture、training loop、GPU/system optimization、scaling laws、data pipeline、evaluation、alignment。

*** TODO 第二阶段：Stanford CME295 Transformers & Large Language Models :ai:learning:llm:stanford:cme295:
   :PROPERTIES:
   :List: scheduled
   :Effort: 8:00
   :Energy: high
   :Project: AI 学习路线
   :Created: [2026-06-08 Mon 17:50]
   :Source: gtd-web
   :END:
   SCHEDULED: [2026-07-06 Mon 08:00]

Syllabus: https://cme295.stanford.edu/syllabus/
Lecture 1 / playlist entry: https://www.youtube.com/watch?v=Ub3GoFaUcds&list=PLoROMvodv4rOCXd21gf0CF4xr35yINeOy
Playlist: https://www.youtube.com/playlist?list=PLoROMvodv4rOCXd21gf0CF4xr35yINeOy

定位：Transformer 和 LLM 概念体系。重点看 Transformer、attention tricks、LLM architecture、training、tuning/RLHF、reasoning、agents/RAG、evaluation。

*** TODO 补充视角：Terence Tao - Nobody Understands Why AI Actually Works :ai:learning:theory:verification:
   :PROPERTIES:
   :List: someday
   :Effort: 1:00
   :Energy: medium
   :Project: AI 学习路线
   :Created: [2026-06-08 Mon 17:50]
   :Source: gtd-web
   :END:

Video: https://www.youtube.com/watch?v=ukpCHo5v-Gc

定位：理论和验证视角。关注为什么 LLM 的数学机制相对简单但能力预测仍困难、自然数据处在结构/随机之间、AI 辅助数学需要严格验证。

*** TODO 工程实践：Running An AI-native Engineering Org :ai:learning:engineering:claude-code:
   :PROPERTIES:
   :List: someday
   :Effort: 1:00
   :Energy: medium
   :Project: AI 学习路线
   :Created: [2026-06-08 Mon 17:50]
   :Source: gtd-web
   :END:

Video: https://www.youtube.com/watch?v=igO8iyca2_g&t=1s
Related session page: https://claude.com/code-with-claude/session/sf-running-an-ai-native-engineering-org

定位：AI coding 工程组织实践。关注 bottleneck 从写代码转移到验证、review、安全、ownership、跨职能协作和流程更新。

*** TODO 补充视角：Hinton’s Warning - Superintelligence Control Risk :ai:learning:ai-safety:hinton:
   :PROPERTIES:
   :List: someday
   :Effort: 1:00
   :Energy: medium
   :Project: AI 学习路线
   :Created: [2026-06-08 Mon 17:56]
   :Source: gtd-web
   :END:

Video: https://www.youtube.com/watch?v=msc2tWGMMy0
Title: 辛頓警告：超級智能像虎崽，長大後你控制不了｜Hinton’s Warning: Superintelligence Is a Tiger Cub You Can’t Control Later
Channel: New SciTech 新科技

定位：AI safety / superintelligence control risk perspective. 和 Anthropic recursive self-improvement、Terence Tao AI theory 视频配套看。读/看完后记录：Hinton 的核心风险判断、与当前 agentic coding/RSI 资料的联系、哪些观点需要进一步验证。

** PROJ 阅读清单：AI / Ethereum / Startup :reading:ai:ethereum:startup:
   :PROPERTIES:
   :List: next
   :Effort: 0:30
   :Energy: medium
   :Created: [2026-06-08 Mon 17:53]
   :Source: gtd-web
   :END:

用户新增的阅读资料，按主题整理，不混入 AI 课程学习路线。

分组：
1. Startup / founder strategy: AI-native startup and lean founder operating model.
2. Ethereum protocol / security: formal verification and ePBS scaling path.
3. Claude engineering practice: large-codebase Claude Code usage, Managed Agents sandboxes/MCP tunnels.
4. AI safety / trajectory: recursive self-improvement and governance implications.

阅读要求：每篇读完后输出 3-5 条笔记：核心观点、可行动事项、对当前项目/工程方式的影响。
*** TODO 阅读：The Founder’s Playbook - Building An AI-Native Startup :reading:startup:ai:founder:
   :PROPERTIES:
   :List: someday
   :Effort: 2:00
   :Energy: medium
   :Project: 阅读清单：AI / Ethereum / Startup
   :Created: [2026-06-08 Mon 17:53]
   :Source: gtd-web
   :END:

PDF: https://cdn.prod.website-files.com/6889473510b50328dbb70ae6/69fe2a55b93bb0732b1fe33c_The-Founders-Playbook-05062026_v3%20(1).pdf

类别：Startup / founder strategy。
确认信息：36 pages, created 2026-05-06. Title: The Founder’s Playbook: Building an AI-Native Startup.
重点：Idea, MVP, Launch, Scale 四阶段；AI-native founder 从 individual contributor 转为 orchestrator of agents；agentic coding、research、workflow automation 如何压缩创业路径。

*** TODO 阅读：Vitalik - A Shallow Dive Into Formal Verification :reading:ethereum:formal-verification:ai:
   :PROPERTIES:
   :List: someday
   :Effort: 2:00
   :Energy: high
   :Project: 阅读清单：AI / Ethereum / Startup
   :Created: [2026-06-08 Mon 17:53]
   :Source: gtd-web
   :END:

Article: https://vitalik.eth.limo/general/2026/05/18/fv.html

类别：Ethereum security / AI-assisted formal verification。
确认信息：Published 2026-05-18. Title: A shallow dive into formal verification.
重点：Lean / machine-checkable proof, verifying cryptographic/security-critical programs, AI 降低形式化验证门槛，以及 Ethereum 研发中的安全意义。

*** TODO 阅读：Claude Code Large Codebases Best Practices :reading:claude-code:engineering:large-codebase:
   :PROPERTIES:
   :List: someday
   :Effort: 1:00
   :Energy: high
   :Project: 阅读清单：AI / Ethereum / Startup
   :Created: [2026-06-08 Mon 17:53]
   :Source: gtd-web
   :END:

Article: https://claude.com/blog/how-claude-code-works-in-large-codebases-best-practices-and-where-to-start

类别：Claude engineering practice。
确认信息：Published 2026-05-14, reading time 5 min.
重点：large codebase / monorepo / legacy repo 中 Claude Code 的配置模式；lean layered CLAUDE.md；从子目录启动；让代码库对 agent 可导航。

*** TODO 阅读：Terence - EPBS Changes How Ethereum Scales :reading:ethereum:epbs:scaling:
   :PROPERTIES:
   :List: someday
   :Effort: 1:00
   :Energy: high
   :Project: 阅读清单：AI / Ethereum / Startup
   :Created: [2026-06-08 Mon 17:53]
   :Source: gtd-web
   :END:

Article: https://terencechain.com/writing/epbs-changes-how-ethereum-scales/

类别：Ethereum protocol / scaling。
确认信息：Published 2026-05-20. Title: ePBS Changes How Ethereum Scales.
重点：Glamsterdam, ePBS, BALs, state creation cost increases; ePBS 通过分离 beacon block / execution payload / blobs 的 deadline 来扩展 slot 使用效率。

*** TODO 阅读：Claude Managed Agents Self-hosted Sandboxes And MCP Tunnels :reading:claude:managed-agents:mcp:
   :PROPERTIES:
   :List: someday
   :Effort: 1:00
   :Energy: medium
   :Project: 阅读清单：AI / Ethereum / Startup
   :Created: [2026-06-08 Mon 17:53]
   :Source: gtd-web
   :END:

Article: https://claude.com/blog/claude-managed-agents-updates

类别：Claude agent infrastructure。
确认信息：Published 2026-05-19, reading time 5 min.
重点：self-hosted sandboxes, MCP tunnels, private network access, enterprise boundary, audit/network/security controls, Cloudflare/Daytona/Modal/Vercel sandbox options。

*** TODO 阅读：Anthropic Institute - When AI Builds Itself :reading:ai-safety:rsi:anthropic:
   :PROPERTIES:
   :List: someday
   :Effort: 1:30
   :Energy: medium
   :Project: 阅读清单：AI / Ethereum / Startup
   :Created: [2026-06-08 Mon 17:53]
   :Source: gtd-web
   :END:

Article: https://www.anthropic.com/institute/recursive-self-improvement

类别：AI safety / recursive self-improvement。
确认信息：Published around 2026-06-04. Title: When AI builds itself.
重点：AI 正在加速 AI development；recursive self-improvement 还未到来但可能比机构准备更早；要关注 governance、pause/slowdown option、verification and control risks。

*** TODO 阅读：Upgrading Ethereum - Capella Edition :reading:ethereum:consensus:capella:
   :PROPERTIES:
   :List: someday
   :Effort: 4:00
   :Energy: high
   :Project: 阅读清单：AI / Ethereum / Startup
   :Created: [2026-06-08 Mon 17:55]
   :Source: gtd-web
   :END:

Book: https://eth2book.info/capella/

类别：Ethereum consensus / proof-of-stake reference。
确认信息：Title: Upgrading Ethereum. Technical handbook on Ethereum's move to proof of stake and beyond. Edition 0.3: Capella [WIP], by Ben Edgington, published 2026-01-13.
重点：Beacon Chain, consensus, slot/epoch flow, validator lifecycle, deposits/withdrawals, incentive layer, networking, annotated specification, upgrade history。作为 Ethereum 协议基础参考，不需要一次读完，可按章节查阅。

*** TODO 阅读：Dafny Formal Verification Examples For Sorting And Smart Contracts :reading:formal-verification:dafny:smart-contracts:
   :PROPERTIES:
   :List: someday
   :Effort: 2:00
   :Energy: high
   :Project: 阅读清单：AI / Ethereum / Startup
   :Created: [2026-06-08 Mon 17:55]
   :Source: gtd-web
   :END:

Article: https://hackmd.io/@wongssh/formal-verify-examples

类别：Formal verification practice。
确认信息：Title: 形式化证明浅析：排序算法证明与智能合约示例。
重点：Dafny + Z3, VC / loop invariant / wp 思路；Bubble Sort, Quick Sort, Merge Sort 证明；最后包含 DeFi / smart contract 形式化证明案例。和 Vitalik formal verification 文章配套阅读。

*** TODO 阅读：以太坊 MEV Pipeline 揭秘 :reading:ethereum:mev:epbs:
   :PROPERTIES:
   :List: someday
   :Effort: 1:30
   :Energy: medium
   :Project: 阅读清单：AI / Ethereum / Startup
   :Created: [2026-06-08 Mon 17:55]
   :Source: gtd-web
   :END:

Article: https://hackmd.io/@t5EIm0NPSla--OqPGD5Fzw/ryXSzqjvee

类别：Ethereum MEV / market structure。
确认信息：Title: 以太坊MEV Pipeline 揭秘: 捕捉链上隐藏的价值。
重点：MEV-Boost, PBS/ePBS, order-flow auction, MEV rebate, gas rebate, Buildernet, 抗中心化与用户价值捕获的平衡。和 ePBS scaling article 配套阅读。

* Ideas