OpenAI, Google, and Anthropic Release Nine Practical AI Guides

On July 21, @mdancho84 published a series of posts systematically reviewing nine practical AI guides collectively released by OpenAI, Google, and Anthropic. These materials cover core directions such as prompt engineering, agent building, and enterprise AI deployment, and include 601 real-world generative AI use cases, providing developers and enterprises with a complete reference from conceptual introductions to engineering practices.

Details of the Materials

OpenAI released multiple heavyweight resources: a 34-page practical agent guide focusing on the three foundational components of models, tools, and instructions, discussing single-agent and multi-agent architectures with ready-to-use code and engineering practices. They also released 'Identifying and scaling AI use cases,' which advises early adopters to focus on a few high-value use cases before scaling, alongside 'A practical guide to building agents.'

Google released 'Prompting Guide 101' (October 2024 edition) and 'Prompt Engineering 101,' both designed for Gemini for Google Workspace. Anthropic contributed a Prompt Engineering PDF and the 'Building Effective Agents' guide. Additionally, Kaggle released the multi-author 'Agents Companion' handbook, covering foundational concepts such as agent definitions, models, and tool structures.

2026-07-21 ~ 2026-07-21 · 10 related posts

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