1
New OllamaMQ v0.3.0
一键管理多引擎模型加载卸载，支持安全令牌，本地AI工作流必备实用工具。
- loading / unloading models - ollama, lm-studio, vllm - optional security tokens and visibility and many more on - https://github.com/Chleba/ollamaMQ…
2
How I Built a Bulk Video Processing Pipeline with Next.js, BullMQ, and FFmpeg
用Next.js+BullMQ+FFmpeg搭建并行视频处理管道，50个视频同时去静音、加字幕、裁剪，服务器不崩的实战方案
I've been building BatchEdits — a tool that lets content creators upload 50 videos at once and get them back edited simultaneously with silence remove…
3
Why KV Cache Matters — How MQA, GQA, and MLA Make LLM Inference Faster
深度拆解KV缓存与MQA、GQA、MLA原理，揭示大模型推理加速的关键技术。
LLMs generate text one token at a time. That sounds simple. But without KV Cache, every new token would repeat a lot of old work. That is why inferenc…
4
Rubric-as-Experts: Case-Specific MQM Rubrics for Translation Quality Evaluation
翻译质量评估新范式：让AI按具体案例定制评估标准，比通用质检更精准
arXiv:2606.21559v1 Announce Type: new Abstract: Large language models (LLMs) have shown strong potential in fine-grained translation quality evaluatio…
5
كيفية تشغيل اختبارات API بدون إعدادات YAML النمطية لـ Tavern
用YAML文件编写API测试，轻松集成pytest运行，支持HTTP和MQTT，简化测试流程。
Tavern إضافة مفيدة لـ pytest : تكتب اختبار API في ملف YAML، ثم تشغّله كاختبار pytest عادي. إذا كان فريقك يستخدم Python يوميًا، فهذا يعني أنك تحصل على …
6
Show HN: Bullstudio v2 – open-source BullMQ dashboard
Bullstudio v2 全新升级，为Bull/BullMQ队列提供快速分页视图，支持独立部署或嵌入应用。
I'm happy to announce version 2 of Bullstudio, a modern and performant dashboard for Bull and BullMQ job queues. Between v1 and v2, a lot of new impro…
7
Query Markdown as a Database with mq-db: SQL, mq, and Interval Indexes
用 SQL 查询 Markdown 文件，支持区间索引和 mq 语法，让文档内容像数据库一样灵活检索。
Managing large collections of Markdown documents (documentation sites, knowledge bases, notes) often means resorting to a messy combination of grep an…
8
RabbitMQ Explained: How It Works, How It Differs from Kafka, and Where It Fits in Real Systems
深入解析RabbitMQ工作原理，对比Kafka差异，并探讨在真实系统中的应用场景
Modern applications are no longer simple monoliths. Today’s systems handle millions of requests, asynchronous workflows, distributed microservices, an…
9
Show HN: CloudPostOffice – Send messages between apps and agents in 4 lines
4行代码实现应用与代理间实时通信，基于MQTT低延迟无轮询，定价透明。
CloudPostOffice is realtime messaging for apps, scripts, and AI agents. No MQTT broker setup or configuration, no infrastructure to manage. p1 = cpo.p…