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微软为内部“AI 热”降温：不要一味追求调用次数，更应关注实际产出
微软开始给内部AI热降温，不再单纯追求调用次数，而是转向关注实际业务产出，风向标意义明显。
IT之家 8 月 5 日消息，据外媒 TechRadar 今天（5 日）晚间报道，微软工程师正在疯狂消耗 AI Token，部分人的使用程度甚至 已经走向极端 。 这次，微软要整治的是内部所谓的“tokenmaxxing”，也就是 不计成本地大量调用 AI 模型 ，使实际消耗的 Token 远超完成…
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Show HN: TokenMaxxer – track every AI token you spend across your coding tools
跨编程工具统一追踪AI token消耗，排行榜和连击记录让每一分算力花得明明白白
I use Claude Code, Codex and Cursor (and sometimes Antigravity) basically every day, and could never tell how much I was actually consuming across all…
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趋境科技华东区域总部落地钱江世纪城，五年内建成万卡级高品质 AI Token 工厂
趋境科技华东总部落地，半年融资10亿，建成万卡级AI Token工厂，产能暴增30倍，大模型算力赛道新势力崛起。
推进华东区域业务布局的重要一步
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Unlimited AI tokens aren't unlimited after all as US Army burns through supply
美军耗尽AI token库存，戳破“无限使用”假象，揭示企业级AI服务的真实成本与限制。
Troops received an email informing them that they were rapidly depleting their AI tokens.
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Show HN: OpenTab – a lazygit-style TUI for your AI token spend
像lazygit一样爽快管理你的AI token花费，开源终端工具OpenTab帮你一目了然。
Article URL: https://github.com/hamidi-dev/opentab Comments URL: https://news.ycombinator.com/item?id=48845224 Points: 2 # Comments: 0
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AI Tokenomics: How to tokenmin while ROImaxxing
揭示AI使用中50-80%的token浪费，教你如何优化调用、降低成本并提升ROI。
Article URL: https://mmc.vc/research/ai-tokenomics-how-to-tokenmin-while-roimaxxing/ Comments URL: https://news.ycombinator.com/item?id=48828788 Point…
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Show HN: Tokdash – a local dashboard for AI token and quota tracking
本地AI token与配额跟踪神器，支持ZCode，任务栏实时查看今日花费和订阅额度，无需常开面板。
Article URL: https://github.com/JingbiaoMei/Tokdash Comments URL: https://news.ycombinator.com/item?id=48784739 Points: 1 # Comments: 0
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Show HN: HashMeterAi – Private AI Token Real Usage Meter for All Models
AI使用量从不透明到透明——这款开源工具精准记录所有模型token消耗，拒绝“虚构排名”
The honest, local-first usage meter for AI coding tools. Claude Code, Codex, Kimi, Qwen CLI, HashCortx, HashCerebrum — unified into one clean dashboar…
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Ask HN: What works for cutting AI token costs?
除了换模型，这里藏着真实应用降低AI token成本的实战技巧
My LLM token bill is getting painful. Besides switching to cheaper models, what have you personally used to reduce cost in real applications? Comments…
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I used $30,983 of AI tokens last month in Claude Code on $200/mo plan
月均使用30000美元token仅花200刀订阅费，Claude Code的token用量排行榜成了开发者新乐子。
Article URL: https://www.indiehackers.com/post/i-used-30-983-of-ai-tokens-last-month-in-claude-code-on-200-mo-plan-3337a369a6 Comments URL: https://ne…
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AI token streaming isn't about SSE vs. WebSockets
这篇技术文章直击AI token流的本质，从架构设计角度剖析SSE和WebSocket的适用场景，帮你避开常见误区。
Article URL: https://zknill.io/posts/ai-token-streaming-isnt-about-sse-vs-websockets/ Comments URL: https://news.ycombinator.com/item?id=48227190 Poin…
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