# Treat AI Like a Senior Dev, Not a Junior One

DevFeed: [Treat AI Like a Senior Dev, Not a Junior One](<https://devfeed.tech/articles/treat-ai-like-a-senior-dev-not-a-junior-one-5836.md>)

Original publisher: [Read original article](<https://neon.com/blog/treat-ai-like-a-senior-dev-not-a-junior-one>)

Author: Andrew Tate

Published: 2025-04-24T16:51:24Z

Content type: article

Language: en

Sources: [Blog -- Neon Docs](<https://devfeed.tech/sources/blog-neon-docs.md>)

Topics: [ai-coding](<https://devfeed.tech/topics/ai-coding.md>), [Prompt Engineering](<https://devfeed.tech/topics/prompt-engineering.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [Vibe coding](<https://devfeed.tech/topics/vibe-coding.md>), [Testing](<https://devfeed.tech/topics/testing.md>)

Tags: [ai-coding](<https://devfeed.tech/tags/ai-coding.md>), [hallucinations](<https://devfeed.tech/tags/hallucinations.md>), [product](<https://devfeed.tech/tags/product.md>), [prompting](<https://devfeed.tech/tags/prompting.md>), [quality](<https://devfeed.tech/tags/quality.md>), [testing](<https://devfeed.tech/tags/testing.md>), [vibe-coding](<https://devfeed.tech/tags/vibe-coding.md>)

## AI overview

This article argues that developers should treat AI as a senior development partner rather than a junior coder. It recommends rigorous prompting with context, examples, constraints, and expected outcomes to produce more reliable software and reduce hallucinations, slop, missed edge cases, and rework.

## Source excerpt

Most developers approach AI coding with the wrong mental model. The tendency, exacerbated by the vibe coding trend, is to let AI take the wheel. "Build me a UI using Tailwind that lets users see their account info" is an example initial request, followed by more and more short (a...