# AI Shortcuts Can Add Unexamined Assumptions to Products and Strategy

DevFeed: [AI Shortcuts Can Add Unexamined Assumptions to Products and Strategy](<https://devfeed.tech/articles/just-a-sip-of-coffee-40041.md>)

Original publisher: [Read original article](<https://dpereira.substack.com/p/just-a-sip-of-coffee>)

Author: David Pereira

Published: 2026-07-01T12:37:04Z

Content type: opinion

Language: en

Sources: [Untrapping Product Teams](<https://devfeed.tech/sources/untrapping-product-teams.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [Security, Privacy and Abuse Prevention](<https://devfeed.tech/topics/security-privacy-and-abuse-prevention.md>)

Tags: [agentic](<https://devfeed.tech/tags/agentic.md>), [ai](<https://devfeed.tech/tags/ai.md>), [data-privacy](<https://devfeed.tech/tags/data-privacy.md>), [llms](<https://devfeed.tech/tags/llms.md>)

## AI overview

This opinion article uses an AI-generated Gröstl sauce recommendation as an example of how people may accept simplistic AI shortcuts without thinking critically. It argues that expanding AI access and autonomy in products and strategy can introduce assumptions that are difficult to predict, even with skills, evaluations, and QA agents.

## Source excerpt

Have you ever hear about Gröstl?