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Managing AI Is Like Managing an Intern
把AI当实习生来带，授权、检查、迭代，这比喻让协作效率翻倍。
I find it helpful to think of an AI agent like an enthusiastic intern. On the plus side, this AI intern is incredibly fast, has access to virtually al…
2
Show HN: How well do you use Claude Code?
分析团队使用Claude Code的效率与代码质量，为管理者提供改进工作流的聚合视图。
A bunch of companies that I spoke to had their own claude & codex OTel dashboards that showed spend + seats per month. However, none of the dashboards…
3
Show HN: Focus on approving agent actions and managing team MCP access
专注AI代理操作审批与团队MCP权限管理，TrustLoopGuard帮你轻松把控执行安全
1. i use to work at ai agent testing ocmany i saw Agent is actually filming every day so I think to myself, why don't we just build Godrail approval s…
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Ask HN: Software Engineering Guide – seeking recommendations
软件工程团队领导自创开源指南，融合经典知识与灵活实践，邀你提建议！
I lead software engineering teams and am creating an introductory guide that explains typical practices, similar to the Software Engineering Book of K…
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Group Subscriptions by beehiiv
借助beehiiv的团体订阅功能，轻松向团队、公司和组织销售订阅，简化多人付费管理
Sell subscriptions to teams, companies, and organizations. Discussion | Link
6
I automated my job (and it made me a better leader)
把重复工作交给自动化，反而腾出时间成了更好的领导者，这个思路值得借鉴。
Explore how my day as a senior leader looks now that I use 40 automations to help, and learn more about some of my favorites. The post I automated my …
7
What building a CRM taught me about how contractors manage teams
自建CRM带来的洞察：真正拖垮技术的不是产品本身，而是团队里那些被忽视的流程漏洞。
Building software for contractors taught me a lot about team management. Not because we set out to build team management features, but because every s…
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Before You Build an AI Agent, Read This
在团队急于部署AI代理前，这份理性指南能帮你避开常见陷阱，从战略到工程一次理清。
You're leading a team — or an entire organization — that is under real pressure to adopt AI agents. Your board is asking about it. Your competitors ar…
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Running an AI-native engineering org – Claude
从Visual Studio到Claude：工程总监亲述AI原生组织如何靠Agentic Coding重塑团队流程与结构。
Article URL: https://claude.com/blog/running-an-ai-native-engineering-org Comments URL: https://news.ycombinator.com/item?id=48379164 Points: 1 # Comm…
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Ask HN: How is your org managing PR review load as AI multiplies code output?
AI让代码产出翻倍，PR审查却成新瓶颈，开发者社区热议应对策略
We are facing flooding and surge in PRs across the teams. AI reviewer tools are good, but not exactly helping in efficiency. Almost all developers are…
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Ask HN: Company is rapidly cutting AI tool spend how to prep team?
公司AI工具花费暴增导致预算削减，团队如何应对？从HN讨论中汲取经验。
Company I work for is now rapidly planning to scale down its AI tooling spend. Claude code access is basically getting removed and people are forbidde…