OpenAI, Google, and Anthropic Release Nine Practical AI Guides

On July 21, @mdancho84 published a thread systematically reviewing nine practical AI guides released by OpenAI, Google, and Anthropic. These resources cover core areas like prompt engineering, Agent building, and enterprise AI deployment, featuring 601 real-world generative AI use cases to provide developers and enterprises with a complete reference from concept to engineering practice.

Breakdown of Resources

OpenAI released several major materials: a 34-page practical guide on Agents focusing on models, tools, and instructions, discussing single vs. multi-Agent architectures with hands-on code; an "Identifying and scaling AI use cases" guide advising early adopters to focus on a few high-value use cases before scaling; and "A practical guide to building agents". Google released "Prompting Guide 101" (October 2024 edition) and "Prompt Engineering 101" 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 basic concepts like Agent definitions, models, and tool structures.

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