EPISODE · Apr 2, 2026 · 41 MIN
AI Coding at Scale: Managing PR Overload, Using Claude to Stay Organized and Rethinking SaaS for an AI-First World
from Rails Business
The hosts discuss how AI-assisted coding has massively increased their output, creating a new bottleneck: cognitive load, PR review, testing, and getting work shipped. Ryan discusses splitting time between finishing near-complete work, advancing a few large architectural initiatives, and handling ongoing support. Brendan talks about his productivity system using Claude to manage his time using local markdown files to help stay on top of things. They also cover risks of AI automation, permission scoping, subagent/approval bugs, and conclude with a renewed optimism that AI raises abstraction, increases competition, and pushes SaaS to adapt via execution, moats, and AI-ready APIs.00:27 AI Code Volume02:17 Cognitive Load Shift04:52 PR Buckets Strategy07:22 Overwhelmed Yet Excited10:36 Workflow Tools Check11:51 Claude Productivity Setup14:02 Second Brain In Practice17:21 Simple Local Files19:30 Automation Limits22:13 Scheduled Script Automation23:00 Claude Cowork vs Command Center23:39 API Permissions and Safety26:12 Claude Code Approval Friction29:25 Subagents and Parallel Work30:44 When Agents Pretend Work34:34 AI Shifts SaaS ThinkingLINKS- Ryan's Website- Brendan's X/Twitter- Brendan's BlueskyQuestions or comments, email us at [email protected] us Fan Mail
What this episode covers
The hosts discuss how AI-assisted coding has massively increased their output, creating a new bottleneck: cognitive load, PR review, testing, and getting work shipped. Ryan discusses splitting time between finishing near-complete work, advancing a few large architectural initiatives, and handling ongoing support. Brendan talks about his productivity system using Claude to manage his time using local markdown files to help stay on top of things. They also cover risks of AI automation, pe...
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AI Coding at Scale: Managing PR Overload, Using Claude to Stay Organized and Rethinking SaaS for an AI-First World
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