The Agentic AI Handbook: Production-Ready Patterns (www.nibzard.com)

Over the 2025 winter holidays, the GitHub repository “Awesome Agentic Patterns” experienced a dramatic surge in popularity, amassing nearly 2,500 stars in just a few days. This unexpected spike highlighted a significant cultural shift within the AI community, as influential figures like Linus Torvalds and Tobias Lütke publicly endorsed the use of AI coding agents, moving from skepticism to advocacy. Developers seized the opportunity to explore and document successful workflows for integrating these agents into real-world projects. The holidays provided a rare pause from the usual pressures of work, allowing them to engage in essential activities such as experimentation, failure assessment, and workflow redesign. The repository contains 113 agentic patterns, offering a set of battle-tested solutions designed to bridge the gap between theoretical demos and practical implementations of AI agents. These patterns are essential for tackling common challenges in agent development, such as orchestration, tool interaction, context management, and collaboration with humans. As the AI community progresses toward more productive applications, these patterns equip developers with the vocabulary and frameworks needed to build reliable, effective agents capable of operating within complex production environments. The emerging consensus is clear: these patterns have transformed how developers view and utilize AI agents, marking a pivotal moment in the evolution of AI-assisted coding.