---
title: "Discussion on \"Context Engineering for Multi-Agent AI Workflows\" | Hashnode"
description: "Discussion on \"Context Engineering for Multi-Agent AI Workflows\". From Prompting to Orchestration: Why Context Is the New Frontier\nPrompt engineering got us pretty far in the early days of AI assistants. You give a large language model (LLM) a task – “Summarize this document,” “Draft an email,” – and it performs we..."
url: "https://hashnode.com/posts/context-engineering-for-multi-agent-ai-workflows/68709918feeb6d21669722a3"
---

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# [Context Engineering for Multi-Agent AI Workflows](https://blog.dataopslabs.com/context-engineering-for-multi-agent-ai-workflows?utm_source=hashnode&utm_medium=feed)

From Prompting to Orchestration: Why Context Is the New Frontier Prompt engineering got us pretty far in the early days of AI assistants. You give a large language model (LLM) a task – “Summarize this document,” “Draft an email,” – and it performs we...

Jul 11, 2025 · 8 min read · blog.dataopslabs.com  
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-   [#aiagents-multiagentsystems-agentorchestration-llamaindex-langgraph-langchain](https://hashnode.com/tag/aiagents-multiagentsystems-agentorchestration-llamaindex-langgraph-langchain)

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@ayyanar · India

  
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Stay updated on the latest in AI/ML, Cloud, DevOps, MLOps, Generative AI and cutting-edge techniques with this continuous learning

I'm Ayyanar Jeyakrishnan ; aka AJ. With over 21 years in IT, I'm a passionate Multi-Cloud Architect specialising in crafting scalable and efficient cloud solutions. I've successfully designed and implemented multi-cloud architectures for diverse organisations, harnessing AWS, Azure, and GCP. My track record includes delivering Machine Learning and Data Platform projects with a focus on high availability, security, and scalability. I'm a proponent of DevOps and MLOps methodologies, accelerating development and deployment. I actively engage with the tech community, sharing knowledge in sessions, conferences, and mentoring programs. Constantly learning and pursuing certifications, I provide cutting-edge solutions to drive success in the evolving cloud and AI/ML landscape.

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