真实数据揭示LLM编码代理90%时间浪费在重读上下文，手把手教你控制token成本
I have been using LLMs & Coding Agent since early 2024. A large problem with Coding Agents & LLMs in general is context compression. To give you some …
面对Copilot和Claude Code的预算与能力差异，这篇提问点出了组合使用的关键思路。
My company's Github Copilot plans have much higher usage limits than Claude Code. Wondering how to leverage Claude Code's harness and copilot's cheap …
英伟达Blackwell平台将DeepSeek V4推理单Token成本砍至1/5，吞吐量暴增20倍，AI推理效率再破纪录。
IT之家 7 月 1 日消息，英伟达昨日（6 月 30 日）发布博文，宣布在英伟达 Blackwell 平台上，通过优化全栈推理，相比较 DeepSeek V4 模型 1 个月前上线初期， 单 Token 成本最多降至五分之一。 IT之家注：单 Token 成本（Cost Per Token）指模型…
通过两次架构调整，将16K-token PR的AI审核成本从1.32美元降至0.49美元，省去重复token付费的实用技巧
I ran five reviewer agents over a 16K-token PR. The naive setup cost $1.32. Two architectural changes brought it to $0.49. Here's the bill, and what t…
关联GitHub PR与AI agent token消耗，直观展示每次代码变更的AI成本。
Article URL: https://github.com/SamuelZ12/prtokens/ Comments URL: https://news.ycombinator.com/item?id=48545854 Points: 2 # Comments: 0
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…
揭秘大模型Token成本中缓存机制的原理，帮你理解省钱的实战案例。
Article URL: https://weidongzhou.wordpress.com/2026/06/06/deep-dive-into-llm-token-cost-blog-series-part-2-how-prompt-caching-actually-works/ Comments…
针对AI浏览器代理，防提示注入+省token成本，提升安全与效率。
Block prompt inject & cut token costs for AI browser agents Discussion | Link
AI API无状态特性导致上下文重复消耗Token，实际成本远超预期，第10次调用成本竟高达46倍。
If you're building anything conversational with an AI API — a chatbot, an agent, a multi-turn assistant — there's a cost hiding in plain sight that mo…
Token贵不是因为模型，而是你喂的垃圾数据太多——亚马逊专家点破AIGC企业落地核心痛点
Demo从来都不难做，难的是让它在企业生产环境里真正跑起来
全新AI智能体架构，同时解决大模型输出偏差与Token成本高昂两大痛点。
Article URL: https://github.com/botcircuits-ai/botcircuits-agent Comments URL: https://news.ycombinator.com/item?id=48350800 Points: 1 # Comments: 0
揭秘Token成本居高不下的真相：不是模型贵，而是你喂的数据太“垃圾”，企业AI价值落地的关键在这里。
让世界模型迈向多智能体交互仿真
精准估算AI Agent每月Token成本，避免Codex和Claude Code循环超支。
Article URL: https://tinyopsstudio.com/ai-agent-token-cost-calculator Comments URL: https://news.ycombinator.com/item?id=48276358 Points: 1 # Comments…
Token用量差距达亿万倍，“小龙虾”创始人每月烧6000亿，揭示AI时代企业生存法则与五类不可替代人群。
“AI时代经验不再是护城河”
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…