# Bruce Momjian: Postgres Blog

Bruce Momjian: Postgres Blog

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## Postgres AI Workshop

DevFeed: [Postgres AI Workshop](<https://devfeed.tech/articles/postgres-ai-workshop-34320.md>)

Original publisher: [Read original article](<https://momjian.us/main/blogs/pgblog/2026.html>)

Published: 2026-07-25T16:00:00Z

Content type: article

Language: en

Sources: [Bruce Momjian: Postgres Blog](<https://devfeed.tech/sources/bruce-momjian-postgres-blog.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Claude Code](<https://devfeed.tech/topics/claude-code.md>), [Command-line interface](<https://devfeed.tech/topics/cli.md>), [Claude](<https://devfeed.tech/topics/claude.md>), [Testing](<https://devfeed.tech/topics/testing.md>), [benchmarking](<https://devfeed.tech/topics/benchmarking.md>), [Amazon Web Services](<https://devfeed.tech/topics/aws.md>), [browser](<https://devfeed.tech/topics/browser.md>)

Tags: [ai](<https://devfeed.tech/tags/ai.md>), [aws](<https://devfeed.tech/tags/aws.md>), [benchmarking](<https://devfeed.tech/tags/benchmarking.md>), [browser](<https://devfeed.tech/tags/browser.md>), [business](<https://devfeed.tech/tags/business.md>), [claude](<https://devfeed.tech/tags/claude.md>), [claude-code](<https://devfeed.tech/tags/claude-code.md>), [code](<https://devfeed.tech/tags/code.md>), [command-line](<https://devfeed.tech/tags/command-line.md>), [conference](<https://devfeed.tech/tags/conference.md>), [data-modeling](<https://devfeed.tech/tags/data-modeling.md>), [presentation](<https://devfeed.tech/tags/presentation.md>), [release-notes](<https://devfeed.tech/tags/release-notes.md>), [testing](<https://devfeed.tech/tags/testing.md>)

### AI overview

A firsthand account of an AWS-organized AI workshop for Postgres committers and core team members. It covers setting up Claude and Claude Code from the command line, using AI for testing, benchmarking, bug reports, email-thread analysis, patch review, and workflow automation. The author found Claude Code more useful than Claude in a web browser for identifying errors and inconsistencies in content.

### Source excerpt

AWS was kind enough to organize an AI workshop this week in Pittsburgh for their employees, and the Postgres committers and core team. The first day covered the basics of setting up Claude and specifically how to use it from the command line to analyze files and automate workflows. We also discussed how AI-automated workflows can do testing, benchmarking, and create proof-of-concept patches to explore ideas that were previously too complex or time consuming to consider. On the second day, we did hands-on setup of Claude Code, and discussed how we can modify and add things to our source tree to improve AI usage. We also discussed how to improve our workflow in analyzing email threads and reviewing patches. On the final day, we picked various bug reports and used AI to improve email thread analysis and patch review. I found the event very relaxing, like a tech retreat, and hope we can do something like it again. During the event, I learned that Claude Code from the command line is much more powerful than using Claude via a web browser. It found many grammatic and typographic errors in my blogs and slides, we well as inconsistencies across my website. While I doubt anyone will notice the improvements, the process did improve the quality of my content.