agent vs workflow

A Developer’s Guide to Building Scalable AI: Workflows vs Agents

I had just started experimenting with CrewAI and LangGraph, and it felt like I’d unlocked a whole new dimension of building. Suddenly, I didn’t just have tools and pipelines — I had crews. I could spin up agents that could reason, plan, talk to tools, and talk to each other. Multi-agent systems! Agents that summon …

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Automate Data Quality Reports with n8n: From CSV to Professional Analysis

Image by Author | ChatGPT   ContentsThe Data Quality Bottleneck Every Data Scientist KnowsThe Solution: A 4-Node n8n WorkflowBuilding the Workflow: Step-by-Step ImplementationUnderstanding the ResultsTesting with Different DatasetsNext StepsConclusion The Data Quality Bottleneck Every Data Scientist Knows  You’ve just received a new dataset. Before diving into analysis, you need to understand what you’re working with: …

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AlphaGenome: AI for better understanding the genome

Science Published 25 June 2025 Authors Ziga Avsec and Natasha Latysheva Introducing a new, unifying DNA sequence model that advances regulatory variant-effect prediction and promises to shed new light on genome function — now available via API. The genome is our cellular instruction manual. It’s the complete set of DNA which guides nearly every part …

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MLFlow Mastery A Complete Guide to Experiment Tracking and Model Managemen

MLFlow Mastery: A Complete Guide to Experiment Tracking and Model Management

Image by Editor (Kanwal Mehreen) | Canva   Machine learning projects involve many steps. Keeping track of experiments and models can be hard. MLFlow is a tool that makes this easier. It helps you track, manage, and deploy models. Teams can work together better with MLFlow. It keeps everything organized and simple. In this article, …

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An unfiltered conversation with Sahil Lavingia, CEO of Gumroad

Join Nolan Fortman and Logan Kilpatrick for a conversation about AI, the future of work, autonomous coding agents, and more with Sahil Lavingia, the CEO and founder of Gumroad & Antiwork. Sahil has been a builder for over 10 years, initially raising a small VC round then series A for Gumroad and is now building …

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Why You Should Not Replace Blanks with 0 in Power BI

watching Jeffrey Wang as a live stream guest with Reid Havens, and one of the dozen wonderful things that Jeffrey shared with the audience was the list of optimizations that the DAX engine performs when creating an optimal query plan for our measures. And, the one that caught my attention was regarding the so-called “Sparse measures”: …

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