Seven Stages, One Loop

Every piece of work travels the same path, in order. Strategy sets the business outcome, monitoring checks whether it moved, and the loop starts again.

Video thumbnail: Mat Kupczyk on camera next to the caption “Build Software the Right Way” Why Software Keeps Breaking — and How It Should Be Built Watch the walkthrough →
01

Strategy & Business Context

What gets built, why, and the number that should move when it ships.

Our AI stance

Anyone can now get a plausible strategy for the average case. What changed is that validating yours, with working demos instead of mockups, got cheap.

02

Requirements

The business says what it wants, and can check it got it, before the budget is spent, not after.

Our AI stance

The business-to-dev translation layer is shrinking: requirements work shifts from translating to deciding and verifying, and letting AI drive the product decisions is the first domino.

03

Architecture

The structure that decides whether the system can grow, and whether one change ripples through everything it touches.

Our AI stance

The architect matters more than ever: a wrong call at the start lands you in a hole months later, and AI accelerates the digging in both directions.

04

Coding

Decisions turned into code that stays consistent and understood, so the next change is as safe as the first.

Our AI stance

We write AI-first, and the engineer still has to understand every line: code nobody holds a mental model of is legacy code on day one.

05

Quality Assurance

Releases become boring: nothing reaches users untested, and a bug fixed once stays fixed.

Our AI stance

Tests are built AI-first under expert direction, as automation you keep and re-run, not as an agent you ask to poke at the app and hope.

06

Release

Shipping as a routine: known contents, a known sequence, and a tested way back.

Our AI stance

Releasing a few times a day is now routine for disciplined teams; without release discipline, more output just means more blast radius.

07

Monitoring

You find out first: that the system is up, that the core process inside it works, and whether the outcome set in strategy actually moved.

Our AI stance

Ask the system questions in plain language instead of reading raw dashboards. And never hand an agent broad production access; it can do damage no dashboard ever could.

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