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Machine learning insights, practical tutorials, and clear explanations for beginners and aspiring data scientists. Follow the channel for models, algorithms, coding guides, and real-world ML applications.

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๐Ÿ“Œ How to Build Your Own Agentic AI System Using CrewAI

๐Ÿ—‚ Category: AGENTIC AI

๐Ÿ•’ Date: 2025-11-09 | โฑ๏ธ Read time: 12 min read

This article provides a step-by-step guide on developing a custom Agentic AI system using the CrewAI framework. Discover how to define roles, tasks, and tools for multiple AI agents, enabling them to work together autonomously to solve complex problems. This tutorial is ideal for developers looking to build sophisticated, multi-agent AI applications and explore the future of autonomous systems.

#CrewAI #AgenticAI #AIAgents #AIdevelopment
๐Ÿ“Œ Why CrewAIโ€™s Manager-Worker Architecture Fails โ€” and How to Fix It

๐Ÿ—‚ Category: AGENTIC AI

๐Ÿ•’ Date: 2025-11-25 | โฑ๏ธ Read time: 20 min read

CrewAI's manager-worker architecture can misfire in real-world scenarios. This analysis explores the common failures of its hierarchical orchestration model and, more importantly, presents a practical, implementable fix. For developers working with autonomous agents, this guide offers crucial insights for improving the reliability and performance of your AI crews.

#CrewAI #AIAgents #AutonomousAgents #AIArchitecture
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