Databricks 这份 Lakebase Postgres 省钱指南很实在:2500 GB 库只要 20 GB 热数据就别买 2500 GB 内存,四种配置思路直接抄作业。
#Lakebase
FOX 把 Databricks 当作自家数据和 AI 平台了,先落地的是体育直播 AI,能实时预测比赛和生成球员对比,流媒体推荐也排上了。
This persistence capability fundamentally changes how long-running AI workflows can operate in cloud environments, enabling more reliable human-AI collaboration. Developers building complex AI systems can implement this approach to maintain state continuity across infrastructure changes, with the solution being particularly valuable for enterprise deployments requiring audit trails and delayed human review.
The notable shift is treating ephemeral data branches as a safety layer for agent workflows, not just a developer convenience — production data stays out of the loop while agents iterate. Teams building database-backed applications with coding agents can wire this into existing CI/CD pipelines using the CLI and AGENTS.md. Compared with manual staging database copies, branching shortens the test cycle to isolated, disposable environments.
听听 Databricks 创始人亲自讲他们为什么要做企业智能体基础设施,还有 Omnigent、LTAP 这些新东西到底想解决什么实际问题。