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Rails Business · March 5 · 58 min

John Nunemaker on AI Development

John Nunemaker returns to discuss how fast AI tooling has changed and argues tech leaders should adopt Claude Max (defaulting to Opus), set up agent-friendly local environments, and roll that out to their teams. He shares how his company built an internal “brain” using LibreChat as a self-hosted interface, enabling non-engineers to query company data and generate insights like weekly support summaries from various sources. The conversation also covers worktrees and Conductor for parallel, isolated dev environments. 01:22 Tech Leaders Must Adopt AI 02:31 Why Opus Changed Everything 04:55 Claude Max Plans and Limits 07:41 Brain Idea and Safety Boundaries 09:03 Building the Stack with MCP 10:18 Ansible Automation and Deploys 12:53 Support Data Summaries in LibreChat 15:42 Scheduling Reports to Slack 20:17 OpenCode vs Claude and Mobile Workflow 23:54 What MCP Connectors Enable 26:20 Accessing Brain via Tailscale 30:48 Team Size and PR Volume 32:32 Claude PR Review Workflow 35:25 Conductor Daily Setup 38:36 Worktrees and Isolation 50:47 Conductor Limits and Pain 51:36 App Changes and Scripts 54:45 Caddy for Local Domains 57:10 Jobs Outlook and Wrap Notes - John's X/Twitter - John's Bluesky - John's post setting up conductor with Rails - John's Website - Ryan's Website - Brendan's Bluesky Questions or comments, email us at railsbusinesspod@gmail.com Send us Fan Mail

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John Nunemaker returns to discuss how fast AI tooling has changed and argues tech leaders should adopt Claude Max (defaulting to Opus), set up agent-friendly local environments, and roll that out to their teams. He shares how his company built an internal “brain” using LibreChat as a self-hosted interface, enabling non-engineers to query company data and generate insights like weekly support summaries from various sources. The conversation also covers worktrees and Conductor for parallel, isolated dev environments.

01:22 Tech Leaders Must Adopt AI
02:31 Why Opus Changed Everything
04:55 Claude Max Plans and Limits
07:41 Brain Idea and Safety Boundaries
09:03 Building the Stack with MCP
10:18 Ansible Automation and Deploys
12:53 Support Data Summaries in LibreChat
15:42 Scheduling Reports to Slack
20:17 OpenCode vs Claude and Mobile Workflow
23:54 What MCP Connectors Enable
26:20 Accessing Brain via Tailscale
30:48 Team Size and PR Volume
32:32 Claude PR Review Workflow
35:25 Conductor Daily Setup
38:36 Worktrees and Isolation
50:47 Conductor Limits and Pain
51:36 App Changes and Scripts
54:45 Caddy for Local Domains
57:10 Jobs Outlook and Wrap

Notes

- John's X/Twitter

- John's Bluesky

- John's post setting up conductor with Rails

- John's Website

- Ryan's Website

- Brendan's Bluesky

Questions or comments, email us at railsbusinesspod@gmail.com

Send us Fan Mail

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