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Domain: news.ycombinator.com Added: 2025-07-17 Status: βœ“ Success
hackernews,news.ycombinator.com,ml teams,tech,metaflow,news,aws batch,python api
I've used Metaflow for the past 4 years or so on different ML teams. It's really great! Straightforward for data/ML scientists to pick up, familiar python class API for defining DAGs, and simplifies s...
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Why use Apache Airflow (or any orchestrator)?
https://www.startdataengineering.com/post/why-to-use-orchestrators/
Why use Apache Airflow (or any orchestrator)? - 1. Introduction - 2. Features crucial to building and maintaining data pipelines - 3. Conclusion - 4. ...
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Apache Airflow Review: the good, the bad
https://www.startdataengineering.com/post/apache-airflow-review-the-good-the-bad/
Apache Airflow Review: the good, the bad When getting started with Apache Airflow , data engineers have questions similar to the two below β€œWhat are p...
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Ask HN: Upskilling as a Data Engineer
https://news.ycombinator.com/item?id=34147090
> New languages like Rust/Ocaml/Nim.. if yes then which? Completely irrelevant. DE is SQL, Python, sometimes Scala/Java. Get really good at SQL. Learn...
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Positron – A next-generation data science IDE (posit.co)
https://news.ycombinator.com/item?id=44634598
Kind of unfortunate that it uses pyright and jedi instead of just basedpyright for the more advanced features. Python language support just isn't grea...
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Data Engineering Projects
https://www.startdataengineering.com/post/data-engineering-projects/
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Serving Machine Learning Models Efficiently at Scale at Zillow
https://www.zillow.com/tech/serving-machine-learning-models-efficiently-at-scale-at-zillow/
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Build Data Engineering Projects, with Free Template
https://www.startdataengineering.com/post/data-engineering-projects-with-free-template/
Build Data Engineering Projects, with Free Template - 1. Introduction - 2. Run Data Pipeline - 3. Architecture and services in this template - 4. CI/C...
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Data Engineering Project for Beginners - Batch edition
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What happens when coding agents stop feeling like dialup?
https://martinalderson.com/posts/what-happens-when-coding-agents-stop-feeling-like-dialup/
What happens when coding agents stop feeling like dialup? It's funny how quickly humans adjust to new technology. Only a few months ago Claude Code an...
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https://zachwills.net/i-managed-a-swarm-of-20-ai-agents-for-a-week-here-are-the-8-rules-i-learned/
https://zachwills.net/i-managed-a-swarm-of-20-ai-agents-for-a-week-here-are-the-8-rules-i-learned/
A couple weeks ago I went heads-down and experimented with a new development model. The results were unexpected: a production-ready application, ~800 ...
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