Oya项目革新工具调用方式，省10倍token、提速3.5倍，且天然防注入，两行代码即可迁移。
Article URL: https://github.com/OyaAIProd/oya Comments URL: https://news.ycombinator.com/item?id=48907336 Points: 1 # Comments: 0
MCP对话膨胀？用这个路由器压缩器可节省99% token，让多模型调用丝滑流畅。
When you have multiple MCP servers, every request to the LLM will include all of their tools and descriptions, which can quickly eat up your token lim…
新论文揭示LLM排序漏洞：两阶段token优化可操控排名，可靠性存疑
arXiv:2510.06732v2 Announce Type: replace Abstract: Large language models (LLMs) are increasingly used as rerankers in information retrieval, yet thei…
LLM切换时上下文丢失与token超支的痛点，看看社区如何破局？
I'm hitting a wall with model context management. On free or lower-tier API plans, those token limits vanish incredibly fast when you're passing back-…
本地代理tokdiet通过智能上下文优化，在不牺牲回答质量的前提下，将LLM token开销削减高达70%，实测基准验证效果。
Article URL: https://github.com/agiwhitelist/tokdiet Comments URL: https://news.ycombinator.com/item?id=48563156 Points: 1 # Comments: 1
Kimi K2.7 Code模型高速版输出速度提升5-6倍，token消耗减少30%，长上下文编程效率飙升。
IT之家 6 月 15 日消息，月之暗面 Kimi 今日宣布， Kimi K2.7 Code 模型高速版上线，现已向 Kimi Code Beta 计划成员、Kimi API 开发者、Kimi Business 用户开放。 据介绍，高速版与 Kimi K2.7 Code 是相同模型，输出速度约为普通…
微信支付AI接入工具箱2.0，Token消耗减半，全线覆盖支付与券场景，时序图转Mermaid格式，高效安全易集成。
IT之家 6 月 15 日消息，今年 4 月， 微信支付官宣发布一整套面向 AI 的支付接入 Skill ，涵盖 Skill 技能包、AI 友好文档、AI 友好 API 三大工具。据微信公开课消息，微信支付 AI 接入工具箱迎来 2.0 版本，围绕“安全、高效、原生流畅”的方向，重点更新了五大内容。…
开源编程模型，擅长长上下文代码任务，token消耗减少30%，即将推出6倍速版本。
IT之家 6 月 12 日消息，月之暗面 Kimi 今日发布并开源 Kimi K2.7 Code 编程模型。 官方表示，内外部基准评估显示，Kimi K2.7 Code 相比 K2.6 模型显著提升了长上下文编程场景的指令遵循能力、长程编程任务的性能表现，并且大幅改善了在长程任务中的过度思考倾向，平…
MCP服务器传递大文件时卡住？本文揭示原因并给出只需50 token的优雅解决方案
I built an MCP server that publishes HTML files, and I hit a wall I haven't seen documented anywhere: you can't pass a large file as an MCP tool argum…
开源AI引擎SoloEngine声称可降低85%以上token消耗，一键部署实现行业自动化。
As someone with three years of experience in large language model algorithms, agent development, and knowledge base construction, I've recently had a …
开源浏览器扩展，智能过滤网页干扰元素，让AI代理专注执行用户任务，有效节省token消耗。
I've been experimenting with Claude Code, ChatGPT Agent, and OpenClaw to perform more open-ended tasks for me online. A big blocker I've hit on shoppi…
腾讯开源Agent Memory，联合Hermes Agent工具搜索，让token消耗暴降61%，准确率从49%飙升至74%
IT之家 5 月 30 日消息，科技媒体 marktechpost 昨日（5 月 29 日）发布博文，报道称 Nous Research 为开源 Hermes Agent（Hermes 智能体）加入 Tool Search（工具搜索）， 通过按需加载缓解 MCP（模型上下文协议）工具占满上下文的问题…
LLM驱动的Oracle到PostgreSQL迁移中，如何用Token优化策略降低成本提升效率？
arXiv:2605.28557v1 Announce Type: cross Abstract: LLMs are increasingly used for software modernization, code translation, and database migration. How…
避免浪费上万token，教你用精简上下文恢复Claude Code工作会话的高效技巧。
Article URL: https://github.com/sofumel/claude-handoff-revive Comments URL: https://news.ycombinator.com/item?id=48292835 Points: 2 # Comments: 4
聚焦AI编码中agent质量和token优化的实战指南，帮你避免无效支出，提升编码协作效率。
Introduction: The Wrong Question GitHub's shift from premium requests to usage-based billing has triggered a wave of anxiety across engineering teams.…
GitHub开源项目，让LLM应用拥有长期记忆，同时将输入token平均削减68%，大幅降低API成本。
Article URL: https://github.com/Tem-Degu/streetai-memory Comments URL: https://news.ycombinator.com/item?id=48249509 Points: 1 # Comments: 0
本地零侵入扫描代码项目，揪出Claude/Codex中隐藏的20%+token浪费，无需联网不暴露数据。
I built PrismoDev after noticing my Claude Code and Codex sessions were getting expensive in ways that were hard to explain. After digging through loc…
解决LLM重复任务中随机性失败与高成本痛点，LOOP引擎通过一次录制和确定性重放实现99%成功率并减少99%token消耗。
arXiv:2605.14237v1 Announce Type: new Abstract: Deploying AI agents for repetitive periodic tasks exposes a critical tension: Large Language Models (L…
8位编码让LLM代理状态压缩92%，告别JSON冗余，token开销大降。
Article URL: https://github.com/Tetrahedroned/Agent-Braille Comments URL: https://news.ycombinator.com/item?id=48180110 Points: 4 # Comments: 0