探索将重复性LLM调用替换为regex、解析器等传统管道，降低成本和延迟，值得关注。
We are investigating whether recurring LLM workloads can be replaced, where appropriate, by automatically constructed pipelines of regexes, determinis…
7大主流LLM在100项数据管道任务上的基准对决，看看AI能否真正胜任工程实践。
Article URL: https://apacheseatunnel.medium.com/can-ai-really-build-data-pipelines-8f8713947ad8 Comments URL: https://news.ycombinator.com/item?id=490…
用GitOps思路管理地理空间数据，通过GitHub Actions实现自愈、零成本数据管道，颠覆传统架构。
Most data engineering and geospatial projects follow a predictable infrastructure blueprint: an ingestion cron job, an enterprise database (like PostG…
数据管道平时隐形，一出问题就牵一发动全身——分布式系统如何放大局部故障，值得每个工程团队警惕。
Most engineering teams don't think much about their data pipelines until something breaks. That's partly because a healthy pipeline is almost invisibl…
Apache Beam 原生的流式数据库，让批处理和实时管道统一用 Beam 编写，不再被 SQL 绑住手脚。
Hi HN community, My name is Ganesh. I am Apache Beam contributor and I've been working on FlareDB, a streaming database for running batch and streamin…
用Python+StatsBomb API打造体育数据管道，揭秘中游球队如何凭数据分析14个联赛排位飙升。
The Hook: Why Sports Data Matters More Than Ever Last season, a mid-tier English football club made headlines when they announced a dramatic shift in …
揭秘AI系统中的事件基石，如何用事件驱动构建更灵活的AI架构？
Article URL: https://altertable.ai/blog/2026-03-10-ai-s-events-backbone Comments URL: https://news.ycombinator.com/item?id=48751604 Points: 1 # Commen…
将任意数据转化为事件中心图，通过四阶段管道精准捕捉实体关系，轻松回答多步复杂问题。
Article URL: https://github.com/Lumen-Labs/brainapi2 Comments URL: https://news.ycombinator.com/item?id=48676665 Points: 2 # Comments: 0
任务失败自动重试、顺序调度全搞定，Airflow让数据管道编排不再头疼。
Introduction: I Built a Pipeline. Now What? In the previous article Understanding ETL: A Chaotic Introduction , I built a simple pipeline, and after r…
探讨AI时代数据ETL与沙盒如何重塑数据处理流程，技术干货值得细读。
Article URL: https://zozo123.github.io/agentic-airbyte/ Comments URL: https://news.ycombinator.com/item?id=48431874 Points: 1 # Comments: 0
n8n开源自托管工作流自动化，相比Zapier和Temporal，在大量API执行场景下成本更可控，适合对隐私和定制有高要求的团队
What You'll Need n8n Cloud or self-hosted n8n instance Hetzner VPS or Contabo VPS for self-hosted deployment DigitalOcean as an alternative hosting op…
用LLM管道和交互仪表盘自动化提取欧盟监管咨询中的结构化主题，实现可追溯分析。
arXiv:2605.30995v1 Announce Type: cross Abstract: Public consultations generate large volumes of data in the form of stakeholder submissions that are …
本地优先数据工作室，拖拽构建ETL/ELT管道，用自然语言指令驱动内置AI助手，基于DuckDB极速执行
We are excited to announce the release of Duckle, the local-first data studio featuring a built-in AI assistant. Duckle is an open-source desktop ETL/…