1
Ask HN: What's Next for LLMs?
用不到一美元日成本，DeepSeek在Agent工作流中效率翻倍，引发对前沿模型定位的思考。
I've been using DeepSeek v4 flash for guided agent workflows (in-IDE, prompt/review diffs) and have found no noticeable benefit to using Haiku, Opus, …
2
How BrowserAct Fixed the Stale-Selector Failures Breaking My Browser Tasks
浏览器自动化卡在过时选择器上？这款工具让Agent流程不再因元素ID变化而中断
Disclosure: BrowserAct sponsored this piece. The BrowserAct links below are affiliate-tracked — I get credit if you sign up through them. I keep hitti…
3
翁荔新博客提出「自进化先从Harness开始」，DeepSeek崔添翼转发附议
翁荔提出自进化从Harness而非模型权重开始，元智能体优化Agent工作流设计，崔添翼转发支持
崔添翼：这个方向很容易出成果
4
Building Agentic Workflows in Python
Python构建智能代理工作流，任务前四步自查避免过度设计
Introduction "Agent" has become the word for any program that calls an LLM more than once, which makes it a word worth being precise about. An agent, …
5
Show HN: Agents ship diffs. Visr keeps trajectories
记录并分享AI代理完整工作轨迹，让团队不再靠最终diff猜过程
Article URL: https://visr.dev/changelog/keep-the-trajectory Comments URL: https://news.ycombinator.com/item?id=48388813 Points: 2 # Comments: 0
6
Introducing Pulse: A Post-Scrum Manifesto and Agent Workflow for AI-Native Teams
后Scrum时代来了！一份面向AI原生团队的Agent工作流宣言，重新定义协作范式。
Article URL: https://github.com/pssah4/digital-innovation-agents Comments URL: https://news.ycombinator.com/item?id=48356590 Points: 1 # Comments: 0
7
Show HN: I threw away my analytics dashboard and replaced it with 42 MCP tools
用42个MCP工具替代传统分析仪表盘，通过AI agent与邮件摘要实现更高效的数据洞察。
Back in October, I built a web analytics tool. It had two distinguishing features: it was cheap, and it had a weekly AI email summary so you wouldn't …