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Problem Major providers (OpenAI, Anthropic, DeepSeek, xiaomi, etc.) support prompt caching, which significantly reduces API costs. However, users have no visibility into how effectively caching is working ...

Feature Issue 📌 !-- 해야하는 일과 이 일을 해야하는 이유를 적어주세요 -- br Todo ✔️ - [ ] N/A
🐋 원준
🖍️ refactor

Context make_citation normalizes OCR/visual regions and derives page_span from region page numbers when an explicit page_span is absent. Existing helper tests do not pin that regions-derived citation ...

Summary triton_sigmoid_focal_loss_reduce can return NaN gradients for finite inputs when gamma=0 and logits saturate in the correct direction. This matters for SAM3 training because IABCEMdetr defaults ...

Parent bounty: #743 Bug authService.registerUser() currently creates a successful registration response for every valid request without tracking whether the email address has already been registered. ...

Parent Algora bounty: #743 Bug adminRoutes currently applies authMiddleware but does not verify that the authenticated user has role=admin. Any valid client or freelancer token can access GET /api/admin/metrics. ...

为了使得调用方能够方便快捷的实现如下功能: 1. 简化与前台的交互能力。 2. 持久化 messages。 3. 自定义 message data parts。 因此需要后端基于当前的 SDK ,然后支持 UI Message。这是 SDK UI 工具的底层核心。

목적 첫 Vercel/Railway 배포 전에 필요한 환경 변수, secret, OAuth callback 설정, metrics 노출 정책을 빠짐없이 정리한다. 범위 - 코드 settings와 .env.example 대조 - Vercel web env 체크리스트 작성 - Railway API env 체크리스트 작성 - Railway worker/consumer ...

Parent Algora bounty: #743 Bug The public registration schema accepts role=admin. A new user can self-assign admin privileges and the registration service returns a JWT signed with that role. Reproduction ...
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