---
title: Thoughts Brewing Blog | Prompt Engineering (6)
description: Prompt Engineering | Explore a collection of insights on AI, business, technology, decision-making, and more. Get tips, Q&A, and stories to sharpen your skills and knowledge.  (6)
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---

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# Prompt Engineering (6)

# Thoughts Brewing **Blog**

[![AI Quick Tips](https://thoughtsbrewing.com/hubfs/AI%20Quick%20Tips-1.jpg)](https://thoughtsbrewing.com/blog/ai-quick-tips-263-considerations-when-migrating-from-google-gemini-2.5-to-gemini-3-api)

## [AI Quick Tips 263: Considerations when migrating from Google Gemini 2.5 to Gemini 3 (API)](https://thoughtsbrewing.com/blog/ai-quick-tips-263-considerations-when-migrating-from-google-gemini-2.5-to-gemini-3-api)

 December 18, 2025

In case you missed it in the title (or you don’t know what it means), this is mainly for when you access [Gemini](https://thoughtsbrewing.com/blog/tag/gemini) models through the API.  That means if you use the Gemini app ([gemini.google.com](http://gemini.google.com/) or the mobile app) these tips are not going to apply to you. Honestly, they might...

[Show Me More](https://thoughtsbrewing.com/blog/ai-quick-tips-263-considerations-when-migrating-from-google-gemini-2.5-to-gemini-3-api)

[AI Quick Tips](https://thoughtsbrewing.com/blog/tag/ai-quick-tips), [AI](https://thoughtsbrewing.com/blog/tag/ai), [Prompt Engineering](https://thoughtsbrewing.com/blog/tag/prompt-engineering), [Advanced](https://thoughtsbrewing.com/blog/tag/advanced), [Google](https://thoughtsbrewing.com/blog/tag/google), [Gemini](https://thoughtsbrewing.com/blog/tag/gemini)

[![AI Quick Tips](https://thoughtsbrewing.com/hubfs/AI%20Quick%20Tips-1.jpg)](https://thoughtsbrewing.com/blog/ai-quick-tips-262-enhanced-reasoning-and-planning-for-gemini-3)

## [AI Quick Tips 262: Enhanced reasoning and planning for Gemini 3](https://thoughtsbrewing.com/blog/ai-quick-tips-262-enhanced-reasoning-and-planning-for-gemini-3)

 December 16, 2025

This is another example from Google’s [Gemin](https://thoughtsbrewing.com/blog/tag/gemini)i 3 API docs. I feel like the average user doesn’t read through that kind of documentation so you’ll miss these nuggets of prompting wisdom. And even if you do read through them, maybe you need the reminder (I know that I usually...

[Show Me More](https://thoughtsbrewing.com/blog/ai-quick-tips-262-enhanced-reasoning-and-planning-for-gemini-3)

[AI Quick Tips](https://thoughtsbrewing.com/blog/tag/ai-quick-tips), [AI](https://thoughtsbrewing.com/blog/tag/ai), [Prompt Engineering](https://thoughtsbrewing.com/blog/tag/prompt-engineering), [Intermediate](https://thoughtsbrewing.com/blog/tag/intermediate), [Google](https://thoughtsbrewing.com/blog/tag/google), [Gemini](https://thoughtsbrewing.com/blog/tag/gemini)

[![AI Quick Tips](https://thoughtsbrewing.com/hubfs/AI%20Quick%20Tips-1.jpg)](https://thoughtsbrewing.com/blog/ai-quick-tips-261-prompt-template-with-best-practices-baked-in)

## [AI Quick Tips 261: Prompt template with best practices baked in](https://thoughtsbrewing.com/blog/ai-quick-tips-261-prompt-template-with-best-practices-baked-in)

 December 13, 2025

This prompt template is technically for Google’s [Gemini](https://thoughtsbrewing.com/blog/tag/gemini) 3 model but I think that it is relevant for many other models.

[Show Me More](https://thoughtsbrewing.com/blog/ai-quick-tips-261-prompt-template-with-best-practices-baked-in)

[AI Quick Tips](https://thoughtsbrewing.com/blog/tag/ai-quick-tips), [AI](https://thoughtsbrewing.com/blog/tag/ai), [Prompt Engineering](https://thoughtsbrewing.com/blog/tag/prompt-engineering), [Intermediate](https://thoughtsbrewing.com/blog/tag/intermediate), [Google](https://thoughtsbrewing.com/blog/tag/google), [Gemini](https://thoughtsbrewing.com/blog/tag/gemini)

[![AI Quick Tips](https://thoughtsbrewing.com/hubfs/AI%20Quick%20Tips-1.jpg)](https://thoughtsbrewing.com/blog/ai-quick-tips-260-are-you-using-prefixes-in-your-prompts)

## [AI Quick Tips 260: Are you using prefixes in your prompts?](https://thoughtsbrewing.com/blog/ai-quick-tips-260-are-you-using-prefixes-in-your-prompts)

 December 11, 2025

If you read through Google’s Gemini API docs then you have probably already seen most of what will be in this post.  After thinking about it, most people don’t read through Gemini’s API docs and, I would guess that, a lot of people don’t even know what API docs are.

[Show Me More](https://thoughtsbrewing.com/blog/ai-quick-tips-260-are-you-using-prefixes-in-your-prompts)

[AI Quick Tips](https://thoughtsbrewing.com/blog/tag/ai-quick-tips), [AI](https://thoughtsbrewing.com/blog/tag/ai), [Prompt Engineering](https://thoughtsbrewing.com/blog/tag/prompt-engineering), [Beginner](https://thoughtsbrewing.com/blog/tag/beginner), [Google](https://thoughtsbrewing.com/blog/tag/google), [Gemini](https://thoughtsbrewing.com/blog/tag/gemini)

[![AI Quick Tips](https://thoughtsbrewing.com/hubfs/AI%20Quick%20Tips-1.jpg)](https://thoughtsbrewing.com/blog/ai-quick-tips-257-if-you-really-want-to-get-good-with-ai-tools-build-these-skills)

## [AI Quick Tips 257: If you really want to get 'good' with AI tools, build these skills](https://thoughtsbrewing.com/blog/ai-quick-tips-257-if-you-really-want-to-get-good-with-ai-tools-build-these-skills)

 December 4, 2025

If you are past the stage of starting to use genAI tools like ChatGPT, Gemini, Claude, etc., and you want to work towards getting outsized returns on your time, then this post is for you.

[Show Me More](https://thoughtsbrewing.com/blog/ai-quick-tips-257-if-you-really-want-to-get-good-with-ai-tools-build-these-skills)

[AI Quick Tips](https://thoughtsbrewing.com/blog/tag/ai-quick-tips), [AI](https://thoughtsbrewing.com/blog/tag/ai), [Prompt Engineering](https://thoughtsbrewing.com/blog/tag/prompt-engineering), [ChatGPT](https://thoughtsbrewing.com/blog/tag/chatgpt), [Advanced](https://thoughtsbrewing.com/blog/tag/advanced), [Gemini](https://thoughtsbrewing.com/blog/tag/gemini), [Claude](https://thoughtsbrewing.com/blog/tag/claude)

[![AI Quick Tips](https://thoughtsbrewing.com/hubfs/AI%20Quick%20Tips-1.jpg)](https://thoughtsbrewing.com/blog/ai-quick-tips-256-ai-assisted-content-creation-system)

## [AI Quick Tips 256: AI-assisted content creation system](https://thoughtsbrewing.com/blog/ai-quick-tips-256-ai-assisted-content-creation-system)

 December 2, 2025

Most people that use AI tools have figured out that the tools can create more content faster than a human can.  The people that are getting the best returns on their time are creating systems that can be repeated and scaled.  They combine human and AI resources.  

[Show Me More](https://thoughtsbrewing.com/blog/ai-quick-tips-256-ai-assisted-content-creation-system)

[AI Quick Tips](https://thoughtsbrewing.com/blog/tag/ai-quick-tips), [AI](https://thoughtsbrewing.com/blog/tag/ai), [Prompt Engineering](https://thoughtsbrewing.com/blog/tag/prompt-engineering), [ChatGPT](https://thoughtsbrewing.com/blog/tag/chatgpt), [Beginner](https://thoughtsbrewing.com/blog/tag/beginner), [Marketing](https://thoughtsbrewing.com/blog/tag/marketing), [Gemini](https://thoughtsbrewing.com/blog/tag/gemini), [Claude](https://thoughtsbrewing.com/blog/tag/claude), [Canva](https://thoughtsbrewing.com/blog/tag/canva)

[![AI Quick Tips](https://thoughtsbrewing.com/hubfs/AI%20Quick%20Tips-1.jpg)](https://thoughtsbrewing.com/blog/ai-quick-tips-254-prompt-framework-s.c.o.p.e)

## [AI Quick Tips 254: Prompt framework S.C.O.P.E.](https://thoughtsbrewing.com/blog/ai-quick-tips-254-prompt-framework-s.c.o.p.e)

 November 27, 2025

Here is another prompt framework that you may find useful.

[Show Me More](https://thoughtsbrewing.com/blog/ai-quick-tips-254-prompt-framework-s.c.o.p.e)

[AI Quick Tips](https://thoughtsbrewing.com/blog/tag/ai-quick-tips), [AI](https://thoughtsbrewing.com/blog/tag/ai), [Prompt Engineering](https://thoughtsbrewing.com/blog/tag/prompt-engineering), [Intermediate](https://thoughtsbrewing.com/blog/tag/intermediate), [Frameworks](https://thoughtsbrewing.com/blog/tag/frameworks), [Google](https://thoughtsbrewing.com/blog/tag/google), [Gemini](https://thoughtsbrewing.com/blog/tag/gemini)

[![BizTech Q&A](https://thoughtsbrewing.com/hubfs/BizTech%20Q%26A%20(1).png)](https://thoughtsbrewing.com/blog/biztech-qa-60-rfp-responses-with-ai)

## [BizTech Q&A 60: RFP responses with AI?](https://thoughtsbrewing.com/blog/biztech-qa-60-rfp-responses-with-ai)

 November 23, 2025

*Answering your questions about business and technology*

### Question

*How can I use AI to help me draft responses to RFPs?~ Every nonprofit that I talk to*

[Show Me More](https://thoughtsbrewing.com/blog/biztech-qa-60-rfp-responses-with-ai)

[AI](https://thoughtsbrewing.com/blog/tag/ai), [Prompt Engineering](https://thoughtsbrewing.com/blog/tag/prompt-engineering), [Nonprofits](https://thoughtsbrewing.com/blog/tag/nonprofits), [BizTech Q&A](https://thoughtsbrewing.com/blog/tag/biztech-qa), [Q&A](https://thoughtsbrewing.com/blog/tag/qa)

[![AI Quick Tips](https://thoughtsbrewing.com/hubfs/AI%20Quick%20Tips-1.jpg)](https://thoughtsbrewing.com/blog/ai-quick-tips-250-whats-new-in-gpt-5.1-and-what-actually-matters)

## [AI Quick Tips 250: What’s New in GPT 5.1 (And What Actually Matters)](https://thoughtsbrewing.com/blog/ai-quick-tips-250-whats-new-in-gpt-5.1-and-what-actually-matters)

 November 18, 2025

ChatGPT pushed out yet another set of updates, shuffled the model menu, and renamed a few things for reasons known only to OpenAI’s internal naming committee.

Lucky for you, I read the [documentation](https://help.openai.com/en/articles/11909943-gpt-51-in-chatgpt) so you don’t have to.

[Show Me More](https://thoughtsbrewing.com/blog/ai-quick-tips-250-whats-new-in-gpt-5.1-and-what-actually-matters)

[AI Quick Tips](https://thoughtsbrewing.com/blog/tag/ai-quick-tips), [AI](https://thoughtsbrewing.com/blog/tag/ai), [Prompt Engineering](https://thoughtsbrewing.com/blog/tag/prompt-engineering), [ChatGPT](https://thoughtsbrewing.com/blog/tag/chatgpt), [ChatGPT5](https://thoughtsbrewing.com/blog/tag/chatgpt5)

[![AI Quick Tips](https://thoughtsbrewing.com/hubfs/AI%20Quick%20Tips-1.jpg)](https://thoughtsbrewing.com/blog/ai-quick-tips-249-these-3-mental-re-frames-can-help-you-when-you-are-starting-out-with-ai-tools)

## [AI Quick Tips 249: These 3 mental re-frames can help you when you are starting out with AI tools](https://thoughtsbrewing.com/blog/ai-quick-tips-249-these-3-mental-re-frames-can-help-you-when-you-are-starting-out-with-ai-tools)

 November 15, 2025

### Current Way of Thinking

“What can I do with AI chatbots?”

[Show Me More](https://thoughtsbrewing.com/blog/ai-quick-tips-249-these-3-mental-re-frames-can-help-you-when-you-are-starting-out-with-ai-tools)

[AI Quick Tips](https://thoughtsbrewing.com/blog/tag/ai-quick-tips), [AI](https://thoughtsbrewing.com/blog/tag/ai), [Prompt Engineering](https://thoughtsbrewing.com/blog/tag/prompt-engineering), [Beginner](https://thoughtsbrewing.com/blog/tag/beginner)

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