GTM Sauce

App Masters · 2026-02-14

How to Build Profitable Apps With AI

Steve P. Young livestream with Chaim Sajnovsky of dev studio B7 Dev on agentic (AI) development. B7 Dev moved all clients to Claude-based agentic development from Nov 2025: agent scans of existing codebases sold as fix-up work (up to 20x performance), a plan-first staged workflow with role-playing review agents, and lower prices. Both argue distribution, not code, is the moat. A viewer rebuilt his app with AI in 2 months after 1.5 years and $120K. Steve's team vibe-codes apps and tests them with ASO. Ends with live audits of a numerology app and an image-to-content app.

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6 tactics

B7 Dev · B2B · app development studio

Up to 20x code performance on the same servers for some clients

After explaining the process to each existing customer, B7 Dev asks the AI agent (Claude) to scan the existing codebase and produce a diagnosis of stability, security, common problems and bugs, then offers to fix everything to bring it to top coding standards. Also offers AI-driven performance optimization and builds internal tools/services around the client's startup that used to be too expensive, instead of the client paying SaaS providers. Senior developers check all agent output.

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App Masters · 2026-02-14

B7 Dev · B2B · app development studio

Fix-and-test cycles went from days to hours

1) Idea level: point the agent at existing apps ('make something similar, change this and that', or 'take the best of both') and ask for screens. 2) Have it write every conclusion into a plan document (MD/PDF); read, edit and question it, since agents lose context as it fills. 3) Ask for a development plan by stages. 4) Build one module (e.g. the server side), test it, freeze it, then add the next part; no one-shot 'build the whole app' prompts, and not micro-prompts either ('the right prompts'), specifying language and tech. 5) Have the agent role-play system architect, security expert and performance reviewer (plugins with preset rules) and review each other's work. Compile and run in Xcode/Android Studio, report bugs back ('Claude, I have this problem. Fix it'). Chaim uses Claude Code CLI; some developers use the Claude API, Codex or Cursor. A senior developer supervises throughout.

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App Masters · 2026-02-14

Since agentic development cut overall cost and time, B7 Dev prices its services differently (lower), reasoning it is not fair to charge the same. New projects are quoted with agentic development; some prospects on the back burner had been waiting for this.

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App Masters · 2026-02-14

B7 Dev · B2B · app development studio

Founder says it helped many founders build their ideas; no numbers

While employed quoting app projects at a big company, Chaim saw many good ideas die because founders lacked development budget. He started B7 Dev working from South America instead of Europe or the US to lower development cost for those founders.

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App Masters · 2026-02-14

An indie app rebuilt with AI · livestream viewer's app

40x increase in sessions or sales after relaunch; first build took 1.5 years and $120K

After spending 1.5 years and $120,000 on a first version that still needed a lot of work, the founder rebuilt 'the app of my dreams' with AI in 2 months and relaunched on the App Store. No detail on tools or what changed.

Workedfeature-development
App Masters · 2026-02-14

App Masters has a couple of developers vibe-code apps with AI, publishes them, pushes ASO to see if there is traction, and treats refund requests as feedback: people were willing to pay, so ask them why it didn't live up to their standards and fix that, instead of building internally. (Guest disagreed: prefers a private TestFlight with friends or a Facebook group to save marketing costs.)

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App Masters · 2026-02-14

Numbers mentioned

WhoMetricValueContextWhen
B7 Dev client whose code was optimized with AI agentsgrowth rate+20 x
approximate
Code performance with the same resources after AI-agent optimization (not a business metric)14:26
The Missional Nomad's appcostUSD 120K
approximate
Spent building the first version of the app (before rebuilding with AI), which still needed a lot of work9:04
The Missional Nomad's apptime to milestone18 months
approximate
Time to build the first (non-AI) version9:04
The Missional Nomad's apptime to milestone2 months
approximate
Time to rebuild the app with AI and launch it on the App Store9:04
The Missional Nomad's appgrowth rate+40 x
approximate
Result after the AI rebuild vs the old app9:04
Rod's numerology apprevenuea few hundred dollars a month
approximate
45:03
benchmarkClaude subscription cost for agentic coding: $20/month to learn, $100/month the middle tier that works for near all-day use, $200/month top tier; pay-as-you-go beyondcostUSD 20–200per seat /month$100/month recommended as the middle ground39:55