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10 / Internal Engineering·Stealth Labs (internal)

AI-Native Build System

We build with our own AI-native tooling: a ticket-to-PR engineering system and a Claude-based product-development system that runs a structured ideation-to-spec-to-plan-to-build-to-review loop. It's why a new vertical is a new set of context, proofs, and personas on the shared substrate, weeks, not quarters.

The problem

Standing up domain-authentic vertical products repeatedly is slow and inconsistent if every build starts from scratch. Speed and consistency have to be engineered into how the team works, not left to chance.

What we built
01

Ticket-to-PR engineering

An internal system takes engineering tickets through to pull requests, compressing the routine path from intent to shipped change.

02

Structured product-dev loop

A Claude-based system runs ideation → spec → plan → build → review, giving unusual speed and consistency across builds.

03

Shared-substrate reuse

Each new vertical reuses the one-brain data and safety substrate, so learnings and infrastructure compound build over build.

Outcomes
Weeks
New vertical to product
One brain
Reused across builds
Compounding
Every build faster

Have a system like this to build?