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Patterns for Building AI Agents - Sam Bhagwat

Patterns for Building AI Agents

By: Sam Bhagwat, Michelle Gienow

Paperback | 21 October 2025

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The gap between prototype and production is where most AI teams stumble. Written by the co-creator of a popular agent framework, Patterns for Building AI Agents captures practical strategies emerging in the year of agents:

  • Agent design patterns: Evolving architectures, creating dynamic agents, and building human-in-the-loop workflows
  • Context engineering: Parallelization, context compression, and avoiding failure modes
  • Eval workflows: Creating eval suites, cross-referencing failure modes with metrics, and leveraging domain experts
  • Security fundamentals: Preventing prompt injection, sandboxing code execution, and implementing agent access control

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