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The latest news, opinions and technical guides from ZenML.
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How to Build a Multi-Agent Financial Analysis Pipeline with ZenML and SmolAgents

How to build a production-ready financial report analysis pipeline using multiple specialized AI agents with ZenML for orchestration, SmolAgents for lightweight agent implementation, and LangFuse for observability and debugging.
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CrewAI vs n8n: Key Differences and Which Platform Wins for AI Agents

In this CrewAI vs n8n, we explain the difference between the two and conclude which one is the best to build AI agents.
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We Tried and Tested 7 CrewAI Alternatives to Build Automated AI Workflows

Discover the top 7 CrewAI alternatives you can leverage to build automated AI workflows.
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CrewAI Pricing Guide: Plans and Features the Framework Offers

In this CrewAI pricing guide, we discuss the costs, features, and value CrewAI provides to help you decide if it’s the right investment for your business.
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Langflow vs LangGraph: A Detailed Comparison for Building Agentic AI Systems

This Langflow vs LangGraph article explains all the differences between these AI agentic systems.
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The Annotated Guide to the Maven Evals Course (by way of the LLMOps Database)

Lessons from the Maven Evals course are combined with 50+ real-world case studies from ZenML's LLMOps Database to show how companies like Discord, GitHub, and Coursera implement the Three Gulfs model and Analyze-Measure-Improve lifecycle to transform failing LLM systems into production-ready applications.
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LangGraph vs AutoGen: How are These LLM Workflow Orchestration Platforms Different?

In this LangGraph vs Autogen article, we explain the difference between these platforms and when to use which one for the best results.
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LLMOps in Production: 287 More Case Studies of What Actually Works

287 latest curated summaries of LLMOps use cases in industry, from tech to healthcare to finance and more. This blog also highlights some of the trends observed across the case studies.
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We Tested 8 LangGraph Alternatives for Scalable Agent Orchestration

Discover the top 8 LangGraph alternatives for scalable agent orchestration.
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