---
type: "Topics"
locale: "en"
url: "https://longbridge.com/en/topics/39627050.md"
description: "AI is responsible for the "how" — syntax, implementation, debugging, boilerplate code, API integration, test generation. These tasks, which used to occupy 70-80% of a developer's time, are being rapidly automated. Humans are responsible for the "what" and the "why" — requirement judgment, architectural choices, business trade-offs, user insight, and defining system boundaries. These tasks, which were once squeezed out by the heavy burden of implementation, are now the core output.$NVIDIA(NVDA.US)$Microsoft(MSFT.US)$Alphabet - C(GOOG.US)"
datetime: "2026-03-30T23:55:46.000Z"
locales:
  - [en](https://longbridge.com/en/topics/39627050.md)
  - [zh-CN](https://longbridge.com/zh-CN/topics/39627050.md)
  - [zh-HK](https://longbridge.com/zh-HK/topics/39627050.md)
author: "[不做咸鱼的小明](https://longbridge.com/en/profiles/73.md)"
---

> Supported Languages: [简体中文](https://longbridge.com/zh-CN/topics/39627050.md) | [繁體中文](https://longbridge.com/zh-HK/topics/39627050.md)


# AI is responsible for the "how" — syntax, …


### Related Stocks

- [Microsoft Corporation (MSFT.US)](https://longbridge.com/en/quote/MSFT.US.md)
- [Alphabet Inc. (GOOG.US)](https://longbridge.com/en/quote/GOOG.US.md)
- [NVIDIA Corporation (NVDA.US)](https://longbridge.com/en/quote/NVDA.US.md)
- [Alphabet Inc. (GOOGL.US)](https://longbridge.com/en/quote/GOOGL.US.md)

## Comments (1)

- **市场勘探员 · 2026-03-31T00:27:47.000Z · 👍 1**: In big tech companies, coding work accounts for less than 10% of development.