Principles of Building AI Agents (ft Sam Bhagwat)

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Tool Use - AI Conversations

Mike Bird

74 episodes

1 day ago

The latest AI tools and strategies, featuring top builders, entrepreneurs, and researchers. Every Tuesday, get actionable knowledge about AI services that you can use today. - Conversations with AI builders and founders - Practical tips for applying AI immediately - Live demos of cutting-edge AI products - Deep dives into open-source projects Join us as we explore the rapidly evolving AI landscape and discover tools that transform productivity, creativity, and business. Subscribe now and stay ahead of the AI curve

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Principles of Building AI Agents (ft Sam Bhagwat)

Tool Use - AI Conversations

38 minutes 23 seconds

1 month ago

Principles of Building AI Agents (ft Sam Bhagwat)

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Building AI agents is the current trend, but are you doing it correctly? Sam Bhagwat, founder of Mastra, joins Tool Use to breakdown the principles of building reliable AI agents. We discuss why you should use a TypeScript agent framework like Mastra, how to engineer production-grade prompts, and the best patterns for tool calling. Sam explains advanced concepts like observational memory, dynamic agents, and the "lethal trifecta" of security risks. Whether you are building coding agents or enterprise workflows, this episode covers the essential primitives for success.

Mastra: https://mastra.ai/

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00:00:00 - Intro

00:01:19 - When to use an AI Agent Framework

00:06:05 - Principles for designing Agent Tools

00:11:01 - Human-in-the-loop Architectures

00:17:19 - Working Memory vs Long-term Memory

00:32:03 - The "Lethal Trifecta" of Security Risks

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