PrintCash with AI
HardSaaSFrontierClear niche and buyerAI model/API accessPayments via Stripe
Verified

Open-Source Feedback Pipeline for AI-Native Devs

The open-source feedback pipeline for AI-native dev teams. Built for developers, designed for their clients.

In plain English

Software teams that build with AI, and the clients those teams serve, are the audience for this shared feedback tool. The public description is short: the program is open so people can study it and run it, and it is meant to carry feedback between the teams and their clients. They pay because that feedback is otherwise easy to lose. The AI does most of the work, including payments and first-time setup. The person running it still checks quality, supports the teams, talks with builder communities, and handles unusual cases.

Automation85%
Startup costNot disclosed
Time to first $Not disclosed
Monthly range*$197 MRR

~$197 MRR; $216 verified revenue last 30 days (TrustMRR/Stripe, Oct 27, 2026)

DifficultyHard
SourceTrustMRR - FasterFixes ↗

Operator: Manu Coffin

Verified

Revenue independently checked: documents reviewed by a publication, or a public dashboard.

Not disclosed.

The tool stack

Stripe ↗
2.9% + 30¢ per charge

Payments

 Anthropic API ↗
Pay per token

LLM / agents

 Next.js ↗
Free (open source)

Web app framework

Prices are the vendors' published list prices as researched in Oct 2026 and change often — always check the vendor's pricing page.

Step-by-step setup

  1. Ship an API or tool developers and agents call directly.
  2. Great docs, SDKs and MCP/CLI access.
  3. Usage-based or tiered pricing.
  4. Grow via developer communities and integrations.

What's automated vs. the human 15%

The machine does

  • Core AI generation/analysis
  • Billing and onboarding

You still do

  • Product quality and support
  • Distribution and marketing
  • Compliance and edge cases

Overview

The open-source feedback pipeline for AI-native dev teams. Built for developers, designed for their clients.

Operator: Manu Coffin. Category on TrustMRR: Developer Tools. Founded: 2026-03-28. Website: https://faster-fixes.com/

Estimated split: about 85% of the work automated, 15% human.

Realistic income

TrustMRR (checked Oct 27, 2026) shows about $197 MRR and $216 in Stripe-verified revenue over the last 30 days, $960 verified over its tracked history. This is one operator’s result, often after months or years of work, and doesn’t predict yours. Check the live listing — numbers change.

Risks

  • Platform dependency on upstream models/tools.
  • Support burden from technical users.
  • Startup cost and time to first dollar are not disclosed.

*Income figures are illustrative ranges based on public pricing and typical outcomes reported by practitioners, not guarantees. Most new online businesses earn little or nothing at first. Not financial, legal or tax advice.

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