I spent $20,000 on Devin in a month. Here’s what I learned | Ryan Carson (solo founder)
How I AI
1 DAYS AGO
I spent $20,000 on Devin in a month. Here’s what I learned | Ryan Carson (solo founder)
I spent $20,000 on Devin in a month. Here’s what I learned | Ryan Carson (solo founder)

How I AI
1 DAYS AGO
Shownote
Shownote
Ryan Carson is a five-time founder and the current solo founder of Untangle, a
B2B SaaS platform for family law firms. Before Untangle, he co-founded
Treehouse, an online coding education platform, and has spent the better part of
two decades building and leading tech companies. He’s active on X, where he
shares his solo founder journey in real time, including what he actually spends
on AI tools each month.
What you’ll learn:
1. Why Ryan manages 15 concurrent Devin agents with a folder system and a piece
of paper, not a dashboard
2. The Watchdog playbook: what he built to replace a customer success team
across every law firm account
3. How his LAN PR skill closes the loop on 40 daily PRs without a QA team
reviewing a single one
4. Why he moved off local agents almost entirely, and the one situation where
he still reaches for Codex
5. The design workflow we’re both using: Claude Design into a Markdown spec,
then Codex to build the real thing
6. What he found when he got away from his computer and met a real customer,
and why it changed his entire product direction
7. How he’s hiring his first engineer without a single phone screen or
interview
8. Why we both think more AI output is actually the wrong goal, and what to
optimize for instead
—
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—
In this episode, we cover:
(00:00) Introduction to Ryan Carson
(02:55) Ryan’s update: Untangle, the divorce PMF pivot, and B2B growth
(07:35) Ryan’s current Devin stack: folders, P0 threads, and the paper list
(16:29) Watchdog playbook: account monitoring across every firm
(18:09) Managing agent decision fatigue: Ryan’s method vs. Claire’s
(20:32) Producing more output does not make a better product
(22:47) Using cloud agents for ops beyond just code
(25:14) When to use Codex vs. Devin vs. Claude Code
(27:15) Merge Mommy recap
(28:15) LAN PR skill: review loops, video walkthrough, and auto-merge
(30:20) Slack vs. Devin threads for async team communication
(35:58) Claude Design plus Codex for building a technical design system
(39:00) EA tools: Polly the OpenClaw vs. Claude Code on a Mac Mini
(42:09) Quick recap and final thoughts
—
Tools referenced:
• Devin (Cognition): https://www.cognition.ai/ [https://www.cognition.ai/]
• Codex (OpenAI): https://openai.com/codex [https://openai.com/codex]
• Claude Code/Claude Design (Anthropic): https://www.anthropic.com/claude
[https://www.anthropic.com/claude]
• OpenClaw (Claude-based desktop client): https://openclaw.ai
[https://openclaw.ai/]
• Cursor: https://www.cursor.com/ [https://www.cursor.com/]
• BugBot (Devin’s built-in PR review): https://cursor.com/bugbot
[https://cursor.com/bugbot]
• Sentry (error monitoring referenced in Watchdog): https://sentry.io/
[https://sentry.io/]
• Ugmonk (analog to-do system): https://ugmonk.com/ [https://ugmonk.com/]
—
Other references:
• Devin playbooks/skills documentation: https://docs.cognition.ai/
[https://docs.cognition.ai/]
• Jack Dorsey/Buzz (async-first communication referenced): https://buzz.new/
[https://buzz.new/]
• Merge Mommy (Claire’s Eve agent for PR risk scoring, deployed on Vercel):
https://www.lennysnewsletter.com/p/build-an-ai-code-review-bot-in-30
[https://www.lennysnewsletter.com/p/build-an-ai-code-review-bot-in-30]
—
Where to find Ryan Carson:
X: https://x.com/ryancarson [https://x.com/ryancarson]
Untangle: https://untangle.us [https://untangle.us/]
—
Where to find Claire Vo:
ChatPRD: https://www.chatprd.ai/ [https://www.chatprd.ai/]
Website: https://clairevo.com/ [https://clairevo.com/]
LinkedIn: https://www.linkedin.com/in/clairevo/
[https://www.linkedin.com/in/clairevo/]
X: https://x.com/clairevo [https://x.com/clairevo]
—
Production and marketing by https://penname.co/ [https://penname.co/]. For
inquiries about sponsoring the podcast, email jordan@penname.co.
Highlights
Highlights
This episode explores how a solo founder uses AI agents to scale product development and operations while maintaining focus on priorities, quality, and customer needs.
Chapters
Chapters
Introduction to Ryan Carson
00:00Ryan’s update: Untangle, the divorce PMF pivot, and B2B growth
02:55Ryan’s current Devin stack: folders, P0 threads, and the paper list
07:35Watchdog playbook: account monitoring across every firm
16:29Managing agent decision fatigue: Ryan’s method vs. Claire’s
18:09Producing more output does not make a better product
20:32Using cloud agents for ops beyond just code
22:47When to use Codex vs. Devin vs. Claude Code
25:14Merge Mommy recap
27:15LAN PR skill: review loops, video walkthrough, and auto-merge
28:15Slack vs. Devin threads for async team communication
30:20Claude Design plus Codex for building a technical design system
35:58EA tools: Polly the OpenClaw vs. Claude Code on a Mac Mini
39:00Quick recap and final thoughts
42:09Transcript
Transcript
Ryan Carson: If you're out there listening, and you are doing engineering, you're doing your work locally, you really need to open your eyes. I think the future is pretty much 100% cloud agents. I went all in, so much so I spent $5,000 on Devin, and then I...
