# The InfoQ Podcast

Published articles for The InfoQ Podcast.

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## Podcast: How Will We Train Developers If AI Does the Routine Work: A Conversation with Scott Hanselman

DevFeed: [Podcast: How Will We Train Developers If AI Does the Routine Work: A Conversation with Scott Hanselman](<https://devfeed.tech/articles/podcast-how-will-we-train-developers-if-ai-does-the-routine-work-a-conversation-with-scott-hanselman-17396.md>)

Original publisher: [Read original article](<https://www.infoq.com/podcasts/train-developers-ai-routine-work/>)

Author: Scott Hanselman

Published: 2026-09-14T11:00:00Z

Content type: article

Language: en

Sources: [InfoQ](<https://devfeed.tech/sources/infoq.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [AI Development](<https://devfeed.tech/topics/ai-development.md>), [Architecture & Design](<https://devfeed.tech/topics/architecture-design.md>), [coding](<https://devfeed.tech/topics/coding.md>)

Tags: [agentic-ai](<https://devfeed.tech/tags/agentic-ai.md>), [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [ai-architecture](<https://devfeed.tech/tags/ai-architecture.md>), [ai-ml-data-engineering](<https://devfeed.tech/tags/ai-ml-data-engineering.md>), [architecture](<https://devfeed.tech/tags/architecture.md>), [architecture-design](<https://devfeed.tech/tags/architecture-design.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [code](<https://devfeed.tech/tags/code.md>), [developers](<https://devfeed.tech/tags/developers.md>), [infoq](<https://devfeed.tech/tags/infoq.md>), [junior-developers](<https://devfeed.tech/tags/junior-developers.md>), [ml-data-engineering](<https://devfeed.tech/tags/ml-data-engineering.md>), [podcast](<https://devfeed.tech/tags/podcast.md>), [software-engineering](<https://devfeed.tech/tags/software-engineering.md>), [the-infoq-podcast](<https://devfeed.tech/tags/the-infoq-podcast.md>), [train-developers-ai-routine-work](<https://devfeed.tech/tags/train-developers-ai-routine-work.md>)

### AI overview

The podcast discusses how to train software engineers when AI agents perform much of the routine work traditionally assigned to junior developers. Scott Hanselman advocates a preceptorship model, experienced engineers overseeing AI-generated work, and long-term investment in mentorship and human connection.

### Source excerpt

In this podcast, Michael Stiefel spoke to Scott Hanselman about developing new software engineers when artificial intelligence agents are doing most of the work on which junior developers were trained. Hanselman suggests the software industry should adopt a preceptorship model similar to the nursing profession. By Scott Hanselman