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Nextflow: System for creating scalable, portable, reproducible workflows

news.ycombinator.com Unknown 2025-07-27 01:30:52

"Dataflow variables are spectacularly expressive in concurrent programming" Henri E. Bal , Jennifer G. Steiner , Andrew S. Tanenbaum Nextflow is a workflow system for creating scalable, portable, and reproducible workflows. It is based on the dataflow programming model, which greatly simplifies the writing of parallel and distributed pipelines, allowing you to focus on the flow of data and computation. Nextflow can deploy workflows on a variety of execution platforms, including your local mach

Topics: batch community dataflow nextflow workflows
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Batch Mode in the Gemini API: Process More for Less

news.ycombinator.com Unknown 2025-07-30 09:30:18

Gemini models are now available in Batch Mode Today, we’re excited to introduce a batch mode in the Gemini API, a new asynchronous endpoint designed specifically for high-throughput, non-latency-critical workloads. The Gemini API Batch Mode allows you to submit large jobs, offload the scheduling and processing, and retrieve your results within 24 hours—all at a 50% discount compared to our synchronous APIs. Process more for less Batch Mode is the perfect tool for any task where you have y

Topics: api batch jobs mode results
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Speeding up PostgreSQL dump/restore snapshots

news.ycombinator.com Unknown 2025-08-11 13:42:19

The last few pgstream releases have focused on optimizing snapshot performance, specifically for PostgreSQL targets. In this blog post, we’ll walk through the key improvements we made, share the lessons we learnt, and explain how they led to significant performance gains. But first, some context! What is pgstream? pgstream is an open source CDC(Change Data Capture) tool and library that offers Postgres replication support with DDL changes. Some of its key features include: Replication of DDL

Topics: batch data database pgstream replication
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AI agent startups at Y Combinator’s Spring ’25 Demo Day

news.ycombinator.com Samantha Stokes 2025-09-14 12:41:12

Priyanka Shrestha of Galen AI, Xavier (Tianhao) Chi of Mbodi AI, and Vaibhav Dubey of Plexe. Priyanka Shrestha of Galen AI, Xavier (Tianhao) Chi of Mbodi AI, and Vaibhav Dubey of Plexe. Galen AI, Mbodi AI, Plexe lighning bolt icon An icon in the shape of a lightning bolt. lighning bolt icon An icon in the shape of a lightning bolt. Impact Link Have an account? Log in . This story is available exclusively to Business Insider subscribers. Become an Insider and start reading now. Christmas ca

Topics: ai batch spring startups yc
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Launch HN: Vassar Robotics (YC X25) – $219 robot arm that learns new skills

news.ycombinator.com Unknown 2025-09-18 09:12:17

Hi HN — I’m Charles from Vassar Robotics ( https://vassarrobotics.com/ - not much there but you can order the robot at https://shop.vassarrobotics.com/products/navrim-robot-that-l... Edit: the entire run sold out thanks to HN today—thank you all! And sorry to anyone who missed out. You can get in on the next batch here: https://vassarrobotics.com/newsletter. We are bringing an upgraded version of the long beloved SO-101 robot arms to a $219 price point with improved mechanical design and added

Topics: batch com https robot vassarrobotics
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