Recognize repeated work识别重复工作
Explore semantic caching that can reuse an appropriate answer when a request meaningfully matches previous work.探索语义缓存，在请求与已有工作有合适匹配时复用回答。
Planned规划中Part of所属 Tool Suite工具套件
AICOFI SaverAICOFI 省钱层
Semantic caching and smart routing for more deliberate model use.让模型使用更有规划的语义缓存与智能路由。
Product vision产品构想
Make model spending a design decision.让模型开销成为可以设计的事情。
Saver is a product direction for using model capacity more deliberately. It brings semantic caching and routing into one view, so repeated work and expensive requests can be understood and improved.Saver 的方向是更有意识地使用模型能力：把语义缓存与请求路由放进一个视图，让重复工作与高成本请求能够被理解和优化。
Route for the task按任务选择路由
Match request types with suitable models instead of sending every task down the same expensive path.为不同请求类型匹配合适模型，而不是把所有任务都送往同一路径。
Explain the trade-off说清优化的取舍
Make latency, response quality and spending visible together when judging a routing or cache policy.在判断缓存或路由策略时，一起看到延迟、响应质量与开销。
An example brief一个示例任务
Picture this task.想象这样一个场景。
Our support assistant receives variations of the same question. Help us explore when a cached response is appropriate and when to call a model.客服助手不断收到同一问题的不同问法，想了解何时适合缓存回应，何时仍需要调用模型。
The result to aim for希望得到的结果
A policy concept that separates reusable work from requests needing a fresh model response.一套区分可复用工作与需要新模型回应请求的策略设想。
AICOFI SaverAICOFI 省钱层How the experience flows体验如何展开
Describe the request types and the response requirements.整理请求类型与回应要求。
Compare cache and routing policies against the task.结合任务比较缓存与路由策略。
Review the quality, timing and spending trade-offs.检查质量、耗时与开销之间的取舍。
On the horizon未来方向
Where it can grow next接下来，还可以走向哪里
Ideas for the product to grow into, step by step.这些功能方向，可以随着产品发展逐步完善。
- Configurable cache policies with clear reuse explanations.可配置缓存策略与清晰的复用说明。
- Task-aware routing with measurable quality checks.结合质量检查的任务感知路由。
- A workspace for comparing optimization experiments.用于比较不同优化实验的工作区。
Make it your next step从这里，开始你的下一步
Who it is for适合谁
AI application builders examining repeated requests, routing choices and model spending.希望研究重复请求、路由选择与模型开销的 AI 应用开发者。
Your first step第一步怎么做
Describe the request types and the response requirements.整理请求类型与回应要求。
What you can shape可以得到什么
A policy concept that separates reusable work from requests needing a fresh model response.一套区分可复用工作与需要新模型回应请求的策略设想。
Practical details实际使用说明
This is a product direction, not a released feature set. No launch date or access is promised.这是产品方向，不是已发布的功能清单；不承诺上线日期或可用入口。
Part of所属世界： Tool Suite工具套件
Explore related products and check the status and access offered by each one.探索相关产品，并查看各自的状态与可用入口。
AICOFI Console
Usage, cost, and latency observability for everything you run through Core.Core 全量用量、成本与延迟可观测看板。
AICOFI Playground
Chat and compare any model Core relays, with live cost and latency.对比 Core 中继的任意模型，实时显示成本与延迟。
AICOFI Charts
Top App Store charts by country (Apple). Google Play & categories coming soon.按国家查看 App Store 热门应用榜(Apple)。Google Play 与分类即将上线。
RoomRay
Home theater, room by room: control compatible Apple Home televisions and run your scenes from iPhone.逐个房间掌控家庭影院：在 iPhone 上控制兼容 Apple 家庭的电视，并运行你的场景。
Visit website访问官网
AICOFI Market
Resell your own branded AI API: sub-keys, markup, billing.白标转售你的 AI API：子密钥、加价、计费。
Coming soon即将上线
AICOFI Translate
AI translation with tone control and a custom glossary.可控语气、可定制术语表的 AI 翻译。
AICOFI Resume
ATS-ready résumé + tailored cover letters, optimized to any job.ATS 友好简历 + 定制求职信，按岗位优化。
AICOFI Docs
Local PDF tools, with connected AI summaries and document questions.本地 PDF 工具，支持连接 AI 摘要与文档问答。