今日辑要 · 2026-10-08（前沿 12 条）

今日从公开源汇得 12 条与人工智能、智能体系统、链上机制与数字经济相关的条目，按方向归拢如下。所有条目均保留来源与原文链接，只作线索与机制观察，不代表任何结论。

Agent 与智能体

• A search ecosystem built for AI agents

Hacker News · 23:36

[查看原文](https://naget.com)

• Show HN: Searchable AI agents built with a JSONC DSL

Hacker News · 23:33

[查看原文](https://pypi.org/project/search2o/)

• We Built an Alternative to Vector RAG for AI Agent Memory

Hacker News · 23:02

[查看原文](https://www.claix.dev/blog/rag-for-ai-agents-agentic-retrieval)

• Show HN: Planlock – Approve an AI agent's plan once, code enforces every call

Hacker News · 23:00

[查看原文](https://github.com/JosephCurwin/planlock)

• I built a B2B payment infra with autonomous AI collection agents

Hacker News · 22:58

[查看原文](https://cordhq.app/)

• Human Friction Makes Agentic AI Safer and Smarter

Hacker News · 22:27

[查看原文](https://spectrum.ieee.org/agentic-ai-humans-in-loop)

AI 全球趋势

• LLM Running in Factorio

Hacker News · 23:06

[查看原文](https://github.com/RomOSTiny/factorio-transformer)

• Flux – Compile an LLM to your hardware, then serve it

Hacker News · 22:49

[查看原文](https://github.com/cyqlelabs/flux)

• Ask HN: Is this the beginning of the end of open source?

Hacker News · 22:42

[查看原文](https://news.ycombinator.com/item?id=49993551)

• Show HN: InBrief – open-source AI news aggregator with LLM filtering

Hacker News · 22:23

[查看原文](https://github.com/frankzch/ai-news-brief)

• Show HN: Keel – Build, backtest, and deploy trading strategies on Hyperliquid

Hacker News · 21:19

[查看原文](https://usekeel.io)

• We ran 5 LLMs 100 times each against tool calls that time out after the write

Hacker News · 21:04

[查看原文](https://github.com/0xguenther/agent-write-path-runs)

观察

把条目按方向摊开看，能看出两类不同的进展速度：一类是能力侧（模型、工具使用、评测方法），更新快、噪声也大；一类是机制侧（治理、共识、支付与监管），更新慢，但一旦成型影响更长久。

对做系统的人来说，前者要跟得勤，后者要看得远：跟得勤是为了不落伍，看得远是为了不白忙。

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