Archive · 36 pieces
Writing.
Essays and field notes about building, understanding, and paying closer attention.
2026
OCT
- 10月2日AI探索速递Five high-signal developments: Pi 1.0 and durable agents, Supabase acquiring Turso for per-agent databases, Cinema 4D native MCP, PixelLeak, and regulatory accountability for autonomous agents.
- 10月3日AI探索速递Five high-signal developments for October 3, 2026: macOS tightens Full Disk Access for the agent era, OpenAI Dots meets real-world workflows, TypeSafe AI's Jev challenges generative-model defaults, DevDay tooling reaches the frontend stack, and AI companies turn to character design as an interaction layer.
- 10月3日航空探索速递从A350F首飞、Lyon新货站启用与SATS无人货运车投入真实运行同时推进的信号出发，追问大型无人货机真正需要重新设计的也许不是驾驶舱，而是飞机与物流系统之间的接口：只有当货物、机场、数据和飞机形成连续自动化链条时，才真正接近无人航空物流。
- Codex_Harness_1003A first-principles reverse engineering of the Codex harness: how context, iterative tool use, execution environments, verification, recovery, safety boundaries, skills, and multi-agent infrastructure turn a language model into a practical engineering agent.
- Concept_Test-Time_Compute_1003A first-principles study of test-time compute: how reasoning systems trade inference-time computation for better answers, why search, verification and adaptive compute matter, and why future AI may be defined by how intelligently it allocates thinking.
- 10月1号AI探索速递Five high-signal developments spanning Gemini 4 Argon, adversarial model distillation, self-hosted coding agents, prompt-native Lightroom editing, and orbital AI compute.
- 10月2号航空探索速递从GNSS干扰常态化与量子/磁导航进入无人机飞行验证出发，重新思考大型固定翼无人货机的自主性：真正的无人化是在导航、通信与外部数据源失效时仍保持可证明的安全能力。
- Concept_MoE_1002A first-principles study of Mixture of Experts: how conditional computation separates total capacity from per-token compute, why routing and load balancing become the real engineering problem, and how MoE points toward dynamically allocated intelligence.
- 10月1日航空探索速递从AI数据中心设备正在重画全球航空货运地图出发，追问大型固定翼无人货机是否应该从吨位运输工具转向高价值、强时效、强可追踪货流的专用网络节点。
- 9月29日AI探索速递Five high-signal developments spanning Anthropic's IPO risk disclosures, cross-model agent deception, NVIDIA agent containment, GitHub's post-chat Canvas interface, and GitHub's migration away from CSS-in-JS.
- 9月29日航空探索速递从 A350F首飞、全球航空货运需求增长与阿尔卑斯山货运无人机商业运行三个尺度同时出现的信号出发，追问大型固定翼无人货机真正应该占据物流网络的哪一层。
- 9月30日AI探索速递Five high-signal developments: OpenAI Dots, GPT-6.1 Sol and agent economics, DeepSeek-Huawei's Ascend software stack, AMD's World Labs acquisition, and a real agent privacy failure.
- AgentLightning_1001A systems-level study of Microsoft Research's Agent Lightning v1.0 and its Harnessed Agentic RL paradigm: why real agent harnesses should participate directly in post-training, how the framework decouples agent execution from RL infrastructure, and what this means for the future of continuously improving AI systems.
- Concept_Speculative Decoding_1001A first-principles study of speculative decoding: how cheap prediction plus exact verification converts part of autoregressive generation from a serial process into parallel work.
- MCP_1001A first-principles reverse engineering of the Model Context Protocol: why agents need a protocol layer, how hosts, clients, servers, tools, resources, transports, authorization, feedback loops, and asynchronous tasks fit together, and what MCP teaches us about designing agent infrastructure.
SEP
- 9月28号AI探索速递Five high-signal developments across agent containment, AI product interfaces, persistent-agent economics, creative AI finishing workflows, and hybrid local/cloud agent architecture.
- 9月28日航空探索速递从 Windracers ULTRA 的 1,000 km 血样运输试验出发，重新定义货运飞机的任务成功：飞机抵达不等于货物任务成功。
- 9月29日每日Concept A deep research article explaining how PagedAttention solves KVCache memory management problems in large language model serving by transferring virtual memory ideas from operating systems.
- Browser Use and AgentA deep system analysis of Browser Use, exploring how AI agents connect language models with real digital environments through tools, feedback loops, and workflow architectures.
- Codex_Agent_InsightA deep reverse engineering analysis of Codex and modern AI agents, exploring how models, context, tools, memory, execution loops, and evaluation systems combine into autonomous problem-solving architectures.
- 9月24日AI探索速递Five high-signal developments: Android Studio becomes agent-agnostic, Google turns REST APIs into MCP tools, Databricks adds a governance plane for coding agents, Google reproduces OLMo 3 across training stacks, and Microsoft extends Zero Trust to AI agents.
- 9月24日航空探索速递2下一代无人货机，真正应该适配的可能不是“机场”，而是“自主物流节点”
- 9月25日AI探索速递Five high-signal developments: Microsoft reorganizes Copilot around persistent agency; Stanford challenges AI benchmark validity; Docker makes long-running agent sandboxes portable; Lovable reveals a durable agent control plane; and Next.js prepares a coordinated nine-vulnerability security release.
- 9月25日航空探索速递真正的无人货机，也许不应该从“把飞行员拿掉”开始，而应该从“货物究竟需要什么飞机”开始。
- 9月26日AI探索速递Five high-signal developments across agent safety, local AI, ambient interfaces, realtime voice systems, and sandbox security.
- 9月26日航空探索速递无人货机真正需要看懂的，可能不只是天空，而是它正在运输的货物
- 9月27日AI探索速递Five high-signal developments across frontier-agent safety, AG-UI, Claude Opus 5.5, Google Vids, and human-agent research workflows.
- 9月27日航空探索速递下一代无人货机，也许不应该只会“执行航线”，而应该能够理解整个航空网络未来几小时会发生什么
- 好用skill分享1以 Skill 导师视角系统拆解gc-minimal-zine-poster-v0-3、pixel-style-poster-skill、photo-abstract-editorial、scenes-gathered-zine-v1-3四个视觉创作 Skill
- 9月24日AI探索速递Five high-signal developments: Cursor closes the loop from code generation to production verification; Microsoft challenges onboard-only robot inference; Google Vids pushes generative video into timeline workflows; HP and Google revisit spatial telepresence; and Palo Alto Networks turns frontier models into continuous security infrastructure.
- 白鲸航线讲座整理白鲸航线苏总讲座：从航空物流的经济性缺口出发，理解一架无人货机如何被需求一步步推导出来，以及一家航空创业公司的工程与商业思维。
- 9月21~23日AI探索速递整理 2026 年 9 月 21–23 日最值得保留的 12 条 AI 与技术新闻：从 Agent Harness、Prompt Caching、AGENTS.md，到 Robotics Skills、Local/Sovereign AI 与 Generative Workflow。重点不是新闻本身，而是它们共同揭示的 AI Systems Engineering 趋势。
- 9月23日航空探索速递追踪自主航空、无人货运与飞机总体设计如何在适航和运行约束下走向商业化。
- Building Small SystemsComplexity is a cost. Spend it only where people can feel the return.
- 构建小系统复杂度是一种成本，只花在人们能感受到回报的地方。
- Notes on WorkflowA good process protects attention without becoming the work itself.