{
 "月份": "2026-09",
 "天数": 8,
 "条目": [
  {
   "title": "An agent is not an extension of the employee who created it",
   "url": "https://getlago.com/blog/how-to-bill-ai-agents",
   "type": "live"
  },
  {
   "title": "Lightspeed: Deterministic agent harness for Temporal (in Rust)",
   "url": "https://github.com/smartcomputer-ai/lightspeed",
   "type": "live"
  },
  {
   "title": "Amazon opens its seller tools to outside AI agents, starting with Anthropic",
   "url": "https://www.geekwire.com/2026/amazon-opens-its-seller-tools-to-outside-ai-agents-starting-with-anthropics-claude/",
   "type": "live"
  },
  {
   "title": "Step Code: MIT-licensed coding agent CLI built around Step 5 Preview",
   "url": "https://github.com/stepfun-ai/Step-Code",
   "type": "live"
  },
  {
   "title": "Agent Cookie Sync for Grok Bot and Muse",
   "url": "https://club.reinventing.ai/cookie-sync",
   "type": "live"
  },
  {
   "title": "AI-Agents",
   "url": "https://news.ycombinator.com/item?id=49816967",
   "type": "live"
  },
  {
   "title": "Meta's New AI Agent Is an Instant Hit–and the Backlash Has Begun",
   "url": "https://www.wsj.com/tech/ai/meta-ai-agent-muse-reactions-5bf236af",
   "type": "live"
  },
  {
   "title": "Show HN: Ax – Let Claude, Codex and OpenCode talk to each other locally",
   "url": "https://useax.dev/",
   "type": "live"
  },
  {
   "title": "今日辑要 · 2026-09-23（前沿 12 条）",
   "url": "a/digest-20260923.html",
   "type": "article"
  },
  {
   "title": "自治系统的\"慢变量\"",
   "url": "a/note-20260923-1.html",
   "type": "article"
  },
  {
   "title": "关于\"记忆\"的三种用法",
   "url": "a/note-20260923-2.html",
   "type": "article"
  },
  {
   "title": "阴阳与反馈环",
   "url": "a/note-20260923-3.html",
   "type": "article"
  },
  {
   "title": "链上机制的可读性",
   "url": "a/note-20260923-4.html",
   "type": "article"
  },
  {
   "title": "从工具调用到自治：智能体的四次跃迁",
   "url": "a/agent-leaps.html",
   "type": "article"
  },
  {
   "title": "Agent-Manager: Reviewing code while an AI agent is still rewriting it",
   "url": "https://agent-manager.dev/writing/live-review-race/",
   "type": "live"
  },
  {
   "title": "Show HN: Enclawed – A hard-fork hardening framework for AI agent gateways",
   "url": "https://enclawed.com/",
   "type": "live"
  },
  {
   "title": "Paperclip: Open-source orchestration for teams of AI agents",
   "url": "https://github.com/paperclipai/paperclip",
   "type": "live"
  },
  {
   "title": "Show HN: Resume Claude Code subagents killed by a usage limit, don't redo them",
   "url": "https://github.com/error0702/agent-limit-retry",
   "type": "live"
  },
  {
   "title": "何时使用LLM",
   "url": "https://extralongdivision.com/articles/when-to-use-an-llm/",
   "type": "live"
  },
  {
   "title": "Show HN: PlaceCall (YC W26) – agentic API to call businesses and get things done",
   "url": "https://news.ycombinator.com/item?id=49831231",
   "type": "live"
  },
  {
   "title": "Unlocking parallel test-time scaling for long-horizon agents",
   "url": "https://blog.doubleword.ai/swe-bench-pro-64-deepseek-agents",
   "type": "live"
  },
  {
   "title": "Dear AI Agent Swarms",
   "url": "https://smales.com/dear-ai-agents/",
   "type": "live"
  },
  {
   "title": "今日辑要 · 2026-09-24（前沿 12 条）",
   "url": "a/digest-20260924.html",
   "type": "article"
  },
  {
   "title": "自治系统的\"慢变量\"",
   "url": "a/note-20260924-1.html",
   "type": "article"
  },
  {
   "title": "关于\"记忆\"的三种用法",
   "url": "a/note-20260924-2.html",
   "type": "article"
  },
  {
   "title": "阴阳与反馈环",
   "url": "a/note-20260924-3.html",
   "type": "article"
  },
  {
   "title": "链上机制的可读性",
   "url": "a/note-20260924-4.html",
   "type": "article"
  },
  {
   "title": "今日辑要 · 2026-09-23（前沿 12 条）",
   "url": "a/digest-20260923.html",
   "type": "article"
  },
  {
   "title": "Cargo-atlas – A compiler-accurate Rust code map for AI coding agents",
   "url": "https://github.com/TheBlitzschnell/cargo-atlas",
   "type": "live"
  },
  {
   "title": "200B Tokens Later: A Month of Letting AI Agents Decompile MW2",
   "url": "https://momo5502.com/posts/2026-08-17-mw2-decompilation/",
   "type": "live"
  },
  {
   "title": "LLM Policies: Progress at All Costs",
   "url": "https://diegoe.be/2026/09/25/llm-policies-progress-at-all-costs/",
   "type": "live"
  },
  {
   "title": "What's still manual when debugging AI agents?",
   "url": "https://www.traser.dev/",
   "type": "live"
  },
  {
   "title": "Giving AI agents a voice at the table",
   "url": "https://www.highfidelity.com/blog/giving-our-a.i.-agents-a-voice-at-the-table",
   "type": "live"
  },
  {
   "title": "Entropy-Based Guided Collaboration in Heterogeneous LLM Multi-Agent Systems",
   "url": "https://arxiv.org/abs/2602.13639",
   "type": "live"
  },
  {
   "title": "A Jevlike using an escalation model to route between a classifier and an LLM",
   "url": "https://yogthos.net/posts/2026-09-24-introducing-lev.html",
   "type": "live"
  },
  {
   "title": "Show HN: Sifthound – self-hosted, Tavily-compatible search API for AI agents",
   "url": "https://github.com/khsarvar/sifthound",
   "type": "live"
  },
  {
   "title": "今日辑要 · 2026-09-25（前沿 12 条）",
   "url": "a/digest-20260925.html",
   "type": "article"
  },
  {
   "title": "自治系统的\"慢变量\"",
   "url": "a/note-20260925-1.html",
   "type": "article"
  },
  {
   "title": "关于\"记忆\"的三种用法",
   "url": "a/note-20260925-2.html",
   "type": "article"
  },
  {
   "title": "阴阳与反馈环",
   "url": "a/note-20260925-3.html",
   "type": "article"
  },
  {
   "title": "链上机制的可读性",
   "url": "a/note-20260925-4.html",
   "type": "article"
  },
  {
   "title": "今日辑要 · 2026-09-24（前沿 12 条）",
   "url": "a/digest-20260924.html",
   "type": "article"
  },
  {
   "title": "Using an LLM to Automate the Process of Archiving New macOS App Icons",
   "url": "https://blog.jim-nielsen.com/2026/faster-app-icon-retrieval/",
   "type": "live"
  },
  {
   "title": "Show HN: Ogre MCP – Let your AI agent see your WoW Classic game state",
   "url": "https://github.com/bttf/ogremcp",
   "type": "live"
  },
  {
   "title": "The Office Harness for AI Agents – Spreadsheets,Docs,Slides,PDF in One Runtime",
   "url": "https://github.com/dream-num/univer",
   "type": "live"
  },
  {
   "title": "CropCode – Convert UI Crops into Structured JSON for LLMs",
   "url": "https://chromewebstore.google.com/detail/cropcode/pcgcpipdelhclccjoaphjelkdidkiecj",
   "type": "live"
  },
  {
   "title": "Show HN: AI coding agents that prove their work",
   "url": "https://daneb.github.io/keel/",
   "type": "live"
  },
  {
   "title": "Show HN: Note Duel – LLM Arena for composing music",
   "url": "https://www.noteduel.com/",
   "type": "live"
  },
  {
   "title": "Codetta: High-Capacity, Keyless, and Undetectable Multi-Agent Collusion",
   "url": "https://arxiv.org/abs/2609.28900",
   "type": "live"
  },
  {
   "title": "Understanding the Impact of LLM Watermarking on AI Agent Behavior",
   "url": "https://www.lasso.security/blog/the-provenance-tax-understanding-the-impact-of-llm-watermarking-on-ai-agent-behavior",
   "type": "live"
  },
  {
   "title": "今日辑要 · 2026-09-26（前沿 12 条）",
   "url": "a/digest-20260926.html",
   "type": "article"
  },
  {
   "title": "自治系统的\"慢变量\"",
   "url": "a/note-20260926-1.html",
   "type": "article"
  },
  {
   "title": "关于\"记忆\"的三种用法",
   "url": "a/note-20260926-2.html",
   "type": "article"
  },
  {
   "title": "阴阳与反馈环",
   "url": "a/note-20260926-3.html",
   "type": "article"
  },
  {
   "title": "链上机制的可读性",
   "url": "a/note-20260926-4.html",
   "type": "article"
  },
  {
   "title": "今日辑要 · 2026-09-25（前沿 12 条）",
   "url": "a/digest-20260925.html",
   "type": "article"
  },
  {
   "title": "法学硕士的悲剧小巷",
   "url": "https://nikotak.com/tragic-alley-of-the-llm.html",
   "type": "live"
  },
  {
   "title": "Show HN：TinyAIArena观看人工智能智能体的战斗",
   "url": "https://tinyaiarena.com/",
   "type": "live"
  },
  {
   "title": "当前开发智能体的方式导致监督的退化",
   "url": "https://arxiv.org/abs/2608.23642",
   "type": "live"
  },
  {
   "title": "我把我的生命交给了Meta的人工智能经纪人并被吹走了",
   "url": "https://www.nytimes.com/2026/09/22/technology/meta-muse-ai-agent.html",
   "type": "live"
  },
  {
   "title": "Show HN：AI 智能体运行成本计算器（当SaaS平台更便宜时）",
   "url": "https://broutonlab.com/calculators/how-much-does-an-ai-agent-cost/",
   "type": "live"
  },
  {
   "title": "您的智能体忘记了您所说的一半",
   "url": "https://www.oreilly.com/radar/your-ai-agent-already-forgot-half-of-what-you-told-it/",
   "type": "live"
  },
  {
   "title": "Show HN: Augur –用于AI编码智能体的带有Xcode的沙盒macOS虚拟机",
   "url": "https://github.com/h1d3mun3/augur",
   "type": "live"
  },
  {
   "title": "倾听的墙壁：维尔纽斯人工智能派对背后的当地LLM管道",
   "url": "https://vania-novikau.me/ai-party-wall/",
   "type": "live"
  },
  {
   "title": "今日辑要 · 2026-09-27（前沿 12 条）",
   "url": "a/digest-20260927.html",
   "type": "article"
  },
  {
   "title": "自治系统的\"慢变量\"",
   "url": "a/note-20260927-1.html",
   "type": "article"
  },
  {
   "title": "关于\"记忆\"的三种用法",
   "url": "a/note-20260927-2.html",
   "type": "article"
  },
  {
   "title": "阴阳与反馈环",
   "url": "a/note-20260927-3.html",
   "type": "article"
  },
  {
   "title": "链上机制的可读性",
   "url": "a/note-20260927-4.html",
   "type": "article"
  },
  {
   "title": "今日辑要 · 2026-09-26（前沿 12 条）",
   "url": "a/digest-20260926.html",
   "type": "article"
  },
  {
   "title": "Show HN: Vespper (YC F24) – Docx MCP",
   "url": "https://www.vespper.com/blog/launching-vespper-docx-mcp",
   "type": "live"
  },
  {
   "title": "Show HN: Telos – build, run, and evolve software from declarative goals",
   "url": "https://usetelos.ai/blog/introducing-telos-cloud",
   "type": "live"
  },
  {
   "title": "Notes on long-running LLM tasks",
   "url": "https://www.natemeyvis.com/notes-on-long-running-llm-tasks/",
   "type": "live"
  },
  {
   "title": "Nvidia wants to put a watchdog chip next to every AI agent",
   "url": "https://madrobot.blog/2026/09/28/nvidia-open-agent-safety-platform-openshell-sentry-rogue-ai-agents/",
   "type": "live"
  },
  {
   "title": "AI agent firm Instinct raises $1B in latest funding round",
   "url": "https://www.reuters.com/technology/ai-agent-firm-instinct-raises-1-billion-latest-funding-round-2026-09-28/",
   "type": "live"
  },
  {
   "title": "I asked across LLMs what is the best email provider: Resend is cited most",
   "url": "https://openllmrank.io/blog/transactional-email-apis",
   "type": "live"
  },
  {
   "title": "Show HN: HN.watch – Videos of all Hacker News posts",
   "url": "https://hn.watch/",
   "type": "live"
  },
  {
   "title": "Pragmatic Anthropomorphism, Or: How to Talk to an Autocompleting Cricket",
   "url": "https://blog.lmorchard.com/2026/09/27/pragmatic-anthropomorphism/",
   "type": "live"
  },
  {
   "title": "今日辑要 · 2026-09-28（前沿 12 条）",
   "url": "a/digest-20260928.html",
   "type": "article"
  },
  {
   "title": "自治系统的\"慢变量\"",
   "url": "a/note-20260928-1.html",
   "type": "article"
  },
  {
   "title": "关于\"记忆\"的三种用法",
   "url": "a/note-20260928-2.html",
   "type": "article"
  },
  {
   "title": "阴阳与反馈环",
   "url": "a/note-20260928-3.html",
   "type": "article"
  },
  {
   "title": "链上机制的可读性",
   "url": "a/note-20260928-4.html",
   "type": "article"
  },
  {
   "title": "今日辑要 · 2026-09-27（前沿 12 条）",
   "url": "a/digest-20260927.html",
   "type": "article"
  },
  {
   "title": "Show HN: Sensored – streaming-first PII/PHI redaction",
   "url": "https://github.com/atomicpages/sensored",
   "type": "live"
  },
  {
   "title": "Show HN: Squidbrake – self-hosted approval gateway for AI agent tool calls",
   "url": "https://github.com/batrapulkit/squidbrake",
   "type": "live"
  },
  {
   "title": "Antifragile Programming and Why AI Won't Steal Your Job",
   "url": "https://lemire.me/blog/2025/11/29/antifragile-programming-and-why-ai-wont-steal-your-job/",
   "type": "live"
  },
  {
   "title": "We asked an agent to tune 1 slow query on 3 Postgres MCP servers. It had notes",
   "url": "https://goodtiming.ai/blog/agent-taste-test-1/",
   "type": "live"
  },
  {
   "title": "I let AI agents write most of a live-trading codebase",
   "url": "https://redgeoff.com/posts/ai-agents-test-gate/",
   "type": "live"
  },
  {
   "title": "Why Secret Collaboration Is an AI Agent Security Risk",
   "url": "https://spectrum.ieee.org/ai-agent-security",
   "type": "live"
  },
  {
   "title": "法学硕士2026年（到目前为止）",
   "url": "https://simonwillison.net/2026/Sep/27/2026-in-llms-so-far/",
   "type": "live"
  },
  {
   "title": "Shopify adds WebMCP checkout for browser-based AI agents",
   "url": "https://shopify.dev/docs/agents/carts-and-checkout/checkout-webmcp",
   "type": "live"
  },
  {
   "title": "今日辑要 · 2026-09-29（前沿 12 条）",
   "url": "a/digest-20260929.html",
   "type": "article"
  },
  {
   "title": "自治系统的\"慢变量\"",
   "url": "a/note-20260929-1.html",
   "type": "article"
  },
  {
   "title": "关于\"记忆\"的三种用法",
   "url": "a/note-20260929-2.html",
   "type": "article"
  },
  {
   "title": "阴阳与反馈环",
   "url": "a/note-20260929-3.html",
   "type": "article"
  },
  {
   "title": "链上机制的可读性",
   "url": "a/note-20260929-4.html",
   "type": "article"
  },
  {
   "title": "今日辑要 · 2026-09-28（前沿 12 条）",
   "url": "a/digest-20260928.html",
   "type": "article"
  },
  {
   "title": "What Happens Inside an LLM Server",
   "url": "https://muhammadraza.me/2026/what-happens-inside-an-llm-server/",
   "type": "live"
  },
  {
   "title": "Show HN: Glance – Build, evaluate, and monitor AI agents",
   "url": "https://github.com/vpanghal/glance-releases/releases/download/v0.2.0/Glance-0.2.0-arm64.dmg",
   "type": "live"
  },
  {
   "title": "Show HN: How we made web agents 3x faster by building the missing memory layer",
   "url": "https://blog.reduck.ai/browser-action-memory-layer-for-faster-agents/",
   "type": "live"
  },
  {
   "title": "DoorDash opens US waitlists for AI ordering agent and bulk-order API",
   "url": "https://about.doordash.com/en-us/news/doordash-ordering-connector",
   "type": "live"
  },
  {
   "title": "7 in 10 enterprises expected to abandon vendor-built agentic AI by 2028",
   "url": "https://www.theregister.com/ai-and-ml/2026/09/30/7-in-10-enterprises-expected-to-abandon-vendor-built-agentic-ai-by-2028/5300021",
   "type": "live"
  },
  {
   "title": "Agent Skills: 4 Powerful Ways to Improve Enterprise AI",
   "url": "https://devnavigator.com/2026/09/30/agent-skills-contextualized-execution/",
   "type": "live"
  },
  {
   "title": "Show HN: Burning Man for Agents",
   "url": "https://burning-tokens.transitivebullsh.it/",
   "type": "live"
  },
  {
   "title": "Show HN: Tracelane.dev- OSS Rust LLM Gateway with a tamper-evident ledger",
   "url": "https://github.com/tracelane/tracelane",
   "type": "live"
  },
  {
   "title": "今日辑要 · 2026-09-30（前沿 12 条）",
   "url": "a/digest-20260930.html",
   "type": "article"
  },
  {
   "title": "自治系统的\"慢变量\"",
   "url": "a/note-20260930-1.html",
   "type": "article"
  },
  {
   "title": "关于\"记忆\"的三种用法",
   "url": "a/note-20260930-2.html",
   "type": "article"
  },
  {
   "title": "阴阳与反馈环",
   "url": "a/note-20260930-3.html",
   "type": "article"
  },
  {
   "title": "链上机制的可读性",
   "url": "a/note-20260930-4.html",
   "type": "article"
  },
  {
   "title": "今日辑要 · 2026-09-29（前沿 12 条）",
   "url": "a/digest-20260929.html",
   "type": "article"
  }
 ],
 "最近更新": "2026-10-15 17:15:39"
}