
Rui Vas
Experienced AI developer and Product person. Coached at AI Mindvalley, co-founder at SuperOperator.ai. Learns AI every day, teaches most days.
18 guides by Rui Vas
AI prompt tone practice exercise for product managers
This exercise has you write one baseline AI prompt for a real customer service scenario, then rewrite it three times to...

Andre Albuquerque & Rui VasWhat Is AI Hallucination?
AI hallucination is when a language model generates information that is false, fabricated, or unsupported by its...

Andre Albuquerque & Rui VasWhat Is Chain of Thought Prompting?
Chain of thought prompting asks a language model to reason through a problem step by step, showing intermediate steps...

Andre Albuquerque & Rui VasWhat Is Few-Shot Prompting?
Few-shot prompting means putting a few worked examples, typically 3 to 5, into the prompt before the real input, so the...

Andre Albuquerque & Rui VasWhat Is Multi-Model Prompting?
Multi-model prompting is the practice of deliberately using more than one AI model for a workflow, matching each task...

Andre Albuquerque & Rui VasWhat Is Prompt Chaining?
Prompt chaining breaks a complex task into a sequence of smaller prompts, where the output of one step becomes the...

Andre Albuquerque & Rui VasWhat Is Prompt Engineering?
Prompt engineering is the practice of structuring the instructions you send a language model, role, context...

Andre Albuquerque & Rui VasWhat Is a System Prompt?
A system prompt is the standing instruction a product team sends ahead of every conversation, setting the model's role...

Andre Albuquerque & Rui VasWhat Is Zero-Shot Prompting?
Zero-shot prompting means asking a language model to complete a task with a direct instruction and no worked examples...

Andre Albuquerque & Rui VasBest AI Prompting Resources for Product Managers
This is the AI prompting reading list Builders Camp's AI Prompting for Product bootcamp points members to: official...

Andre Albuquerque & Rui VasAI prompts for writing user stories
Seven prompts cover the real user story workflow: extract, draft, split, interrogate the reason, draft criteria, prune...


Andre Albuquerque +2How to write acceptance criteria with AI
Give a model the story and a state checklist, and it will enumerate the cases you forgot faster than any refinement...


Andre Albuquerque +2How to write user stories with AI tools
Draft user stories with AI in three passes: give it raw evidence rather than your summary, make it propose a split...


Andre Albuquerque +2A prompt template for product managers: role, context, objective, format
Write every non-trivial PM prompt in six labelled sections: Role, Context, Objective, Format, Checks and Examples. Each...

Andre Albuquerque & Rui VasBest AI prompts for product managers
The best AI prompts for product managers are 12 reusable briefs, not clever one-liners: interview synthesis, problem...

Andre Albuquerque & Rui VasBest AI tools for writing PRDs
ChatPRD is the pick if you write PRDs every week: it is built for product managers' documents and its Pro plan costs...

Andre Albuquerque & Rui VasChatGPT for product managers
ChatGPT for product managers works best as a set of Projects, each with its own instructions and attached files, rather...

Andre Albuquerque & Rui VasPerplexity for product managers
Perplexity's advantage for a product manager is cited, checkable research by default, organized into persistent Spaces...

Andre Albuquerque & Rui Vas