Roh

Building a financial memory layer for your AI 🤖
Father, husband & my family's CFO 👨‍💼

[Roh @Rohthebuilder]

@marclou What a great advice! Thanks

[Roh @Rohthebuilder]

@robj3d3 no newsletters... just ask your visitors to post what they built - to get a chance to win $1000 every week.

[Roh @Rohthebuilder]

What's your most important security suggestion for a vibe coder?

[Roh @Rohthebuilder]

@robj3d3 @m_0_r_g_a_n_ Congrats! Amazing work! How are you sure these sponsors are secure? what if these apps are trojan horse in your visitors devices when they download it

[Roh @Rohthebuilder]

@ohyishi What will we store in it? I mean…

[Roh @Rohthebuilder]

@scheemunai Amazing! Congrats and looking forward to watch and learn!

[Roh @Rohthebuilder]

@MengTo Can you give me the math for the book?

[Roh @Rohthebuilder]

@UnlabelledGenZ @StimulerApp Congratulations

[Roh @Rohthebuilder]

@robj3d3 Congrats!

[Roh @Rohthebuilder]

LFG

[Roh @Rohthebuilder]

PoV: you’ve setup 6 agents for your vibes

[Roh @Rohthebuilder]

i think being good to your AI makes him better

[Roh @Rohthebuilder]

@marclou keep inspiring me, im coming

[Roh @Rohthebuilder]

@rom1trs Send me those skills brother

[Roh @Rohthebuilder]

@Hal_Wayland @robj3d3 I agree. Perhaps smart people’s blindspot is that if others are able to do it for free then they will. But general public have cognitive dissonance, they think they can (maybe true) but they dont take the decision of doing it.

[Roh @Rohthebuilder]

@bryan_johnson Im sorry if you felt bad of what i said earlier, it wasn’t too polite. If its because of that that you’re feeling this. What you are doing is very brave and future will thank you!

[Roh @Rohthebuilder]

Buying Meta traffic for a consumer subscription app is unprofitable for most people.

@RevenueCat data (115,000+ apps) puts median year-1 realized LTV per paying subscriber at $32 in North America, against a median Meta CPA of $38 across all
industries.

[Roh @Rohthebuilder]

Hey @claudeai my Opus 5 is consuming more tokens. You said its more efficient, right?

[Roh @Rohthebuilder]

@anulagarwal Discord

[Roh @Rohthebuilder]

One of the problems in software development has not been writing code. It has been explaining the problem to a human developer.

We humans rarely describe what they want in a clean, structured way. We ramble, contradict ourselves, change direction halfway through, and often discover what we actually mean only while speaking. Software development expects perfect inputs - which acts as a gap between a not-so-well-explained human problem and the simple solution. AI bridges that gap: it welcomes imperfect human way of communication.

Modern AI can infer intent from messy conversations, ask clarifying questions, separate requirements from noise, and translate confusion into an plan. In many ways, it acts as an interpreter between human thought and machine execution - before it starts the execution. Sometimes it also helps humans to understand how to articulate their problem better.

You could say AI gives monkeys the ability to express their problems better.

A person no longer needs to think like a programmer or product manager. They simply think out loud. The AI identifies the real problem, organises scattered ideas, and often articulates the solution better than the person who requested it.

The next generation of AI-powered software development isn't better because people have become better at communicating. In fact, the other way round. It's succeeding because AI has become exceptionally good at understanding human confusion - which sometimes makes humans understand their own communication better.