Posts tagged with: Software Engineering

12-Factor Agents: Guide to Reliable LLM Applications

Discover the 12-Factor Agents, an open-source framework and set of principles for building robust, scalable, and maintainable AI applications powered by Large Language Models (LLMs). Authored by Dex Hadfield, this project addresses the common challenges in deploying LLM-based software to production, offering practical guidance for developers. Learn how to transition from experimental AI agent development to creating reliable, production-grade LLM applications. The guide covers crucial aspects like prompt management, context window optimization, unified state management, and error handling, providing insights essential for any developer looking to master LLM-powered software engineering. Explore the principles that empower you to deliver high-quality, customer-facing AI agents.