# prompting

Prompting is the practice of crafting prompts to guide large language models toward desired responses and outputs.

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## How I Use AI Tools for Code Search, Review, Low-Stakes Work, and Learning

DevFeed: [How I Use AI Tools for Code Search, Review, Low-Stakes Work, and Learning](<https://devfeed.tech/articles/how-i-use-ai-39404.md>)

Original publisher: [Read original article](<https://blog.pranshu-raj.in/posts/how-i-use-ai/>)

Author: Pranshu Raj

Published: 2026-01-27T19:14:20Z

Content type: opinion

Language: en

Sources: [Pranshu Raj - blog on backend systems, performance and sidequests](<https://devfeed.tech/sources/pranshu-raj-blog-on-backend-systems-performance-and-sidequests.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [GitHub Copilot code review](<https://devfeed.tech/topics/github-copilot-code-review.md>), [prompting](<https://devfeed.tech/topics/prompting.md>), [Programming](<https://devfeed.tech/topics/programming.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [ai-tools](<https://devfeed.tech/tags/ai-tools.md>), [chatgpt](<https://devfeed.tech/tags/chatgpt.md>), [code-review](<https://devfeed.tech/tags/code-review.md>), [ide](<https://devfeed.tech/tags/ide.md>), [programming](<https://devfeed.tech/tags/programming.md>)

### AI overview

The author describes using AI tools in daily development work for searching unfamiliar code, code review, low-stakes tasks such as Dockerfiles and CI, and pair programming for learning. They avoid using AI for architecture decisions, complex or sensitive logic, and product questions.

### Source excerpt

What AI use has improved for me, what I avoid doing and things that have worked best for me so far.

## Designing software with AI

DevFeed: [Designing software with AI](<https://devfeed.tech/articles/designing-software-with-ai-39070.md>)

Original publisher: [Read original article](<https://blog.devdetails.com/p/designing-software-with-ai>)

Author: Mike

Published: 2023-06-14T03:36:00Z

Content type: tutorial

Language: en

Sources: [Dev Details](<https://devfeed.tech/sources/dev-details.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Software](<https://devfeed.tech/topics/software.md>), [coding](<https://devfeed.tech/topics/coding.md>), [App](<https://devfeed.tech/topics/app.md>), [prompt](<https://devfeed.tech/topics/prompt.md>), [prompting](<https://devfeed.tech/topics/prompting.md>), [service](<https://devfeed.tech/topics/service.md>), [ChatGPT](<https://devfeed.tech/topics/chatgpt.md>), [Code Challenge](<https://devfeed.tech/topics/code-challenge.md>), [client](<https://devfeed.tech/topics/client.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [analytics](<https://devfeed.tech/tags/analytics.md>), [application](<https://devfeed.tech/tags/application.md>), [chatgpt](<https://devfeed.tech/tags/chatgpt.md>), [coding](<https://devfeed.tech/tags/coding.md>), [guide](<https://devfeed.tech/tags/guide.md>), [mapping](<https://devfeed.tech/tags/mapping.md>), [practical](<https://devfeed.tech/tags/practical.md>), [prompt](<https://devfeed.tech/tags/prompt.md>), [prompting](<https://devfeed.tech/tags/prompting.md>), [real-world](<https://devfeed.tech/tags/real-world.md>), [service](<https://devfeed.tech/tags/service.md>), [software](<https://devfeed.tech/tags/software.md>)

### AI overview

Part 2 of a practical series showing how to use AI as a collaborator when designing software. The article uses a URL shortener as a practical example and demonstrates how ChatGPT 3.5 guides problem-context and use-case discussions, with ChatGPT 4 producing better results in a test run.

### Source excerpt

Part 2 of a practical example of using AI for coding