# Todd Merritt, Independent SaaS Consultant (solo, fmr CTO at Callblend) — read of Documentation AI, May 11, 2026

> "11 years shipping B2B SaaS. Two startups dead, one acquired for less than I'd like to admit. Now consulting at $9K/month and looking for my next thing. Drive my 11-year-old to chess practice on Tuesdays and Thursdays, which means I do a lot of idea-browsing in parking lots."

## How I got here

Someone dropped a Wishdeal Factory link in the Boring Business Ideas Slack with the comment "actually honest for once." I went straight to Documentation AI because I've lost two sprints in the last year to doc rot. My devs complain about it constantly. I was looking for something I could hand them this week.

## What I clicked first

The hero pulled me in immediately: "Your code and documentation drift apart with each release." That is the exact problem. I kept reading. Then I hit "Unlock the dossier · $5" in the nav and thought it was a feature upsell. It wasn't. This isn't a product I can subscribe to. It's a packaged business idea I'm supposed to build. That took me almost a full scroll to understand. The page never announces the shift.

## Where I paused

The "How honest is this idea, really?" block. "$-22,500 Year-1 take-home (Fermi)" and "1 in 8 Meaningful-success odds" on a selling page is something I've never seen before. Either this studio is the most self-aware thing in the idea-for-sale space, or it's a very calculated trust signal designed to make skeptics lower their guard. I genuinely don't know which. I read the section three times.

The line that stopped me: "Honest disclosure: we don't have live customers on this idea yet." Most idea farms bury that or skip it entirely. Points for saying it out loud.

## What I distrusted

The pricing table ($29/month Starter, $149/month Team) is laid out like a live product. It's not. Clicking "Get Started" goes nowhere real. I understand the intent is to show what the product WOULD look like, but framing a mock pricing page as product pricing is doing real work to make this feel further along than it is. When I finally understood the structure, I felt slightly played.

"AI learns your team's voice and style over time." I've read that sentence on 30 product pages since GPT-4 launched. There's no example of what that looks like in practice. No before/after. No version history comparison. Just the claim.

"40+ hours per quarter" is unsourced. What survey? What stack? What team size? A 6-person startup and a 60-person eng team are completely different problems.

The example API docs block (`GET /api/users/:id`) is too clean. Toy inputs produce polished outputs. I want to see what this generates from a 4-year-old Django monorepo with dead models, undocumented internal APIs, and a README written by someone who's no longer at the company. That's the real demo.

## What would convince me

One real repo, messy, anonymized, with a before and after. Show me the generated docs for a file that has no docstrings, three layers of inheritance, and a function called `process_data_v3_final`. That would tell me more than any feature bullet.

If I'm evaluating this as a business to build rather than a tool to use: I want the top-quartile Fermi, not just the mid-case. "$-22,500 year-1 take-home" is the median. What does the top 25% look like? That number matters more to whether I adopt.

## What I'd ask in an email reply

1. The $29/$149 pricing is shown as live. Is there any working version of this I can sign up for today, or is the entire product still unbuilt? Being clear on this upfront would save us both a conversation.

2. "8 to 12 weeks to MVP" -- what is the MVP here, specifically? A real continuous sync pipeline triggered on commit, or a cron job that uploads a zip and calls an LLM? These are fundamentally different builds with different compliance implications.

3. You say "we never store your code." What model receives it? If it's OpenAI or Anthropic's API, enterprise customers are going to ask about data residency and BAAs before they connect a private repo. Is there an answer for that in the self-hosted path, and what does self-hosted actually require to run?

## Verdict: on-the-fence

The honesty framing is doing enough work to keep me from bouncing, which is not nothing. The core problem is real and I've felt it personally. But the page is trying to be two things simultaneously (a product page and an idea-for-sale page) and the seam between them is rough enough that I spent five minutes just figuring out what I was actually being asked to buy.

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*Memo by skeptic persona, generated 2026-05-11. Studio breaks own self-grading loop.*