Architecture that lets you ship faster without losing control.
You moved fast. Now you're paying for it.
The prototype worked. It felt like magic. Now every change breaks three other things, and you're terrified to touch it.
The whole system lives in one person's head. Lose them for any reason—and the company dies.
You have product-market fit. You should be flying. Instead, you're stuck fixing bugs from the last sprint.
How not to build with AI.
Turning exploration into systems, intuition into protocol, and speed into durability.
Experiments are temporary. Decisions are permanent. After exploration, decisions are captured, rationale is stored, outcomes are reproducible.
Humans define the problem; agents explore the solution. Code still ships—but through agentic loops that execute faster and more reliably than manual development.
Specs, schemas, tests, interface contracts—these are not byproducts. They are first-class system components and the currency of coordination.
When requirements shift, the architecture changes before the implementation. If code changes without its artifacts changing, that is debt, not progress.
A system dependent on a single mind is not engineered—it is borrowed time. The architecture must survive turnover, ego, memory, error, and absence.
"If it isn't externalized, it isn't architecture—it's memory."
From chaos to velocity—step by step.
The exam before the cure.
Our agentic system ingests your repository to map dependencies, score technical debt, and deliver a specific roadmap for Phase 2.
We don't build on broken foundations.
Based on Deep-Dive findings, we execute a targeted project to prepare your codebase for scale.
We become your agentic development team.
A Principal engineer orchestrates agentic development—defining what ships, reviewing every PR, and delivering production code weekly.
The output of a small team. The cost of a single senior hire. Real velocity, not consulting slides.
Bring the capability in-house.
We transfer the Ansatz methodology to your team—environment setup, CI/CD integration, and training.
Every day you wait, you're moving at yesterday's speed.
48 hours from now, you'll know exactly how to get there.
Book the Deep-Dive$2,500. 48-hour turnaround. No obligation to continue.
The stuff you're probably wondering.