Rebuilding how software gets built — with AI

I’m Ivan, founder of Prompt.Build (PTB).

Today’s AI builders hit a ceiling. They’re great for prototypes, but after a handful of edits they forget what they built, hallucinate connections, and break your app. They have no blueprint.

We built the Blueprint Engine to fix that - a proprietary layer that gives AI a living blueprint of your entire app. AI edits the blueprint, our engine compiles it to code and infrastructure.

This Substack documents our journey - the wins, the technical struggles, and what we’re learning while building the missing layer for AI-driven development.

New here? Start with our kickoff post: Vibe-Coding—The promise and the limits.


What you’ll find here

  • Real experiments with LLMs, compilers, and the limits of AI codegen

  • Why “vibe coding” breaks at scale - and how we’re solving it

  • The architecture behind PTBL, Graph IR, and the G2C Compiler

  • Lessons from shipping AI to Fortune 500 before building PTB

If you’re a builder, founder, or engineer exploring AI-driven development beyond prototypes - this is for you.


Why subscribe

Each post distills one hard-earned insight from the front lines.

No hype. No filler. Just the play-by-play of building the Blueprint Engine — and what we’re learning about how AI actually builds software.


Connect

Follow our progress on Prompt.Build or join the Founding Builders Program for early access.

— Ivan Goh
Founder & CEO, Prompt.Build (PTB)

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Subscribe to Ivan’s Prompt.Build (PTB) Substack

Founder @ Prompt.Build (PTB). We built the Blueprint Engine - the missing layer that lets AI build complex apps without forgetting what it built. I share honest build notes, what breaks, and how we fix it. https://prompt.build

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Founder @ Prompt.Build (PTB). We built the Blueprint Engine - the missing layer that lets AI build complex apps without forgetting what it built. Previously shipped AI to F500 and large enterprises. https://prompt.build