Context Engineering for Building Better Agents

Last week, I reviewed two fascinating articles on building multi-agent systems. The first, from Anthropic, promotes a multi-agent approach, while the second, from Cognition Labs, argues against it. This video provides a concise summary of both perspectives, highlighting differing strategies for orchestrating complex tasks and the importance of contextual engineering in the process.

Articles:
https://www.anthropic.com/engineering...
https://cognition.ai/blog/dont-build-...

Agent Videos:
   • Learn How to Build Real-World Agents  
   • Google's Blueprint to Building Powerful Ag...  
   • Anthropic’s Blueprint for Building Lean, P...  

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Timestamps:

00:00 Who is Right?
01:40 Challenges in Multi-Agent Systems
03:38 Sequential Execution Approach
04:23 Context Engineering and Compression
06:22 Anthropic's Multi-Agent System
11:01 Practical Insights and Recommendations
11:58 Prompt Engineering and Tool Design
16:29 Evaluation and Metrics
22:03 Deployment and Execution Strategies