# T-Shaped engineers: the blueprint for building with AI

DevFeed: [T-Shaped engineers: the blueprint for building with AI](<https://devfeed.tech/articles/t-shaped-engineers-the-blueprint-for-building-with-ai-38751.md>)

Original publisher: [Read original article](<https://www.paleblueapps.com/rockandnull/t-shaped-engineer-ai-era/>)

Author: Mike Yerou

Published: 2025-10-23T14:11:21Z

Content type: opinion

Language: en

Sources: [Rock and Null](<https://devfeed.tech/sources/rock-and-null.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [Architecture & Design](<https://devfeed.tech/topics/architecture-design.md>), [distributed-systems](<https://devfeed.tech/topics/distributed-systems.md>), [DevOps](<https://devfeed.tech/topics/devops.md>), [Front end](<https://devfeed.tech/topics/frontend.md>), [data-engineering](<https://devfeed.tech/topics/data-engineering.md>), [Security](<https://devfeed.tech/topics/security.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [architecture](<https://devfeed.tech/tags/architecture.md>), [distributed-systems](<https://devfeed.tech/tags/distributed-systems.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [llms](<https://devfeed.tech/tags/llms.md>), [safety](<https://devfeed.tech/tags/safety.md>), [security](<https://devfeed.tech/tags/security.md>), [software-engineering](<https://devfeed.tech/tags/software-engineering.md>), [thoughts](<https://devfeed.tech/tags/thoughts.md>)

## AI overview

The article argues that the T-shaped engineer--combining broad technical fluency with deep expertise in one or more areas--is increasingly valuable as large language models change software development. AI can accelerate work across unfamiliar technologies, while domain depth remains important for judgment, quality, security, architecture, and performance.

## Source excerpt

As AI transforms how we build software, the T-shaped engineer has become essential. With broad technical fluency and deep domain expertise, these engineers bridge human judgment and AI capabilities--building faster, safer, and smarter systems.