今日辑要 · 2026-11-02（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
- Show HN: Sweet-search – local code search for agents (5–33% cheaper runs)
Hacker News · 23:36
[查看原文](https://github.com/mrsladoje/sweet-search)
- How to Prove What Your AI Agent Did – ZizkaDB's Two GitHub Actions
Hacker News · 23:05
[查看原文](https://medium.com/@MirArshadTalpur/how-to-prove-what-your-ai-agent-did-in-minutes-zizkadbs-two-github-actions-and-mcp-listing-7d3d6669dab6)
- AI agent swarms in Minecraft fail to build civilization, drown in bureaucracy
Hacker News · 21:47
[查看原文](https://www.tomshardware.com/tech-industry/artificial-intelligence/ai-agent-swarms-unleashed-in-minecraft-to-build-a-thriving-civilization-50-agent-teams-fail-after-falling-into-paralyzing-bureaucracy)
- Vibe Coding an Autonomous Agent Harness in Go: Self-Healing AI Workflows
Hacker News · 21:37
[查看原文](https://medium.com/@vishwanathanraman/vibe-coding-an-autonomous-agent-harness-in-go-from-zero-to-self-healing-ai-workflows-785d82f981b6)
- Agentic AI is myth set in motion
Hacker News · 21:34
[查看原文](https://www.programmablemutter.com/p/agentic-ai-is-myth-set-in-motion)
- Show HN: Learn to beatmatch on Winamp-skinned decks (vibe-coded, desktop only)
Hacker News · 21:02
[查看原文](https://bit-cheer.com/)
AI 全球趋势
- Sell a developer problem that LLM's can't solve?
Hacker News · 23:08
[查看原文](https://news.ycombinator.com/item?id=50326374)
- EraseAI Firewall – stop secrets and PII before they reach Public LLMs
Hacker News · 22:45
[查看原文](https://news.ycombinator.com/item?id=50326183)
- Uniichat: Use a single LLM chat forever
Hacker News · 21:43
[查看原文](https://github.com/VictorTaelin/uniichat)
- Show HN: OmniDiff – Opensource, super fast, content aware Git difftool, in Rust
Hacker News · 21:02
[查看原文](https://github.com/ivankovic/omnidiff)
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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