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SE Radio 728: Clare Liguori on AWS Strands SDK for AI Agents

SE Radio 728: Clare Liguori on AWS Strands SDK for AI Agents

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1:08:39

Clare Liguori, a Senior Principal Engineer who
works on developer tooling and agentic AI at Amazon Web Services,
speaks with host Sri Panyam about the Amazon Strands Agents SDK.
This episode explores the philosophy, design decisions, and
emerging patterns behind building production-grade AI agents.


Clare frames any agent as three core components: a model, a set
of tools, and a prompt. During this interview, she describes the
origin story of Strands, the model-driven approach vs. workflows
and custom orchestration, steering hooks, tools and MCP,
sub-agents and multi-agents, memory layers, production readiness,
testing and evaluation starting with use cases where trajectories
can be evaluated deterministically, and anti-patterns for
newcomers. She describes what's next for Strands, and offers some
closing advice for getting results from working with agents

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