# From PHP to team lead of agents: rethinking judgment, review, and data with Google's Andi Gutmans (Part 1)

DevFeed: [From PHP to team lead of agents: rethinking judgment, review, and data with Google's Andi Gutmans (Part 1)](<https://devfeed.tech/articles/from-php-to-team-lead-of-agents-rethinking-judgment-review-and-data-with-google-s-andi-gutmans-part-1-2210.md>)

Original publisher: [Read original article](<https://stackoverflow.blog/2026/08/20/rethinking-judgment-review-andi-gutmans/>)

Author: Eira May

Published: 2026-08-20T07:40:00Z

Content type: article

Language: en

Sources: [Stack Overflow Blog](<https://devfeed.tech/sources/stack-overflow-blog.md>)

Topics: [PHP](<https://devfeed.tech/topics/php.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Google](<https://devfeed.tech/topics/google.md>), [leaders-of-code](<https://devfeed.tech/topics/leaders-of-code.md>), [Platform Engineering](<https://devfeed.tech/topics/platform-engineering.md>), [data](<https://devfeed.tech/topics/data.md>), [Code review](<https://devfeed.tech/topics/code-review.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>), [business](<https://devfeed.tech/tags/business.md>), [engineering](<https://devfeed.tech/tags/engineering.md>), [engineering-leadership](<https://devfeed.tech/tags/engineering-leadership.md>), [google](<https://devfeed.tech/tags/google.md>), [leaders-of-code](<https://devfeed.tech/tags/leaders-of-code.md>), [php](<https://devfeed.tech/tags/php.md>), [platform](<https://devfeed.tech/tags/platform.md>), [podcast](<https://devfeed.tech/tags/podcast.md>), [review](<https://devfeed.tech/tags/review.md>), [software-development](<https://devfeed.tech/tags/software-development.md>)

## AI overview

Andi Gutmans discusses the evolution from PHP's democratization of web development to agentic software development, arguing that individual contributors are becoming team leads of agents. The conversation examines code review, interviewing, human and agent judgment, organizational data readiness, and Google's borderless lakehouse and agent-driven ontology-building concepts.

## Source excerpt

Andi Gutmans, head of Agentic Data Cloud at Google and co-creator of PHP, joins Leaders of Code to talk about why agentic development feels less like a break from the past and more like the next chapter of the same story. This is part one of a two-part conversation.