Crucible

Our method

Strategy first. Foundations second. Then we build fast.

Most teams start with the build. We start two steps earlier: the right question, then a foundation every page reads from, then the checks. The order is the edge. It is why a small team can ship at the scale of a large one without losing accuracy.

1source register behind 2,490 Calculate.co.nz calculators
5 monthsfrom first commit to 50,000+ CalculatorHub.com pages
3 monthsfrom first commit to three live Jobtracker.co.nz products
1 changeto a rate updates every tool that uses it

The order we work in

Six stages, always in this order.

Each stage produces something the next one stands on. Skipping ahead is the most common reason projects go slow, cost more or ship the wrong thing.

  1. 01Strategy

    Find the question worth answering.

    Search demand, audience and market gaps, sized and ranked. We decide who it is for, what it must answer first and how it will earn.

    Why it comes here. The most expensive mistake is building the wrong thing well. Everything after this is cheaper to change.

    What it producesA one-page strategy and a ranked list of questions
  2. 02Foundations

    Lay the sources and structure once.

    Primary sources go into one register. The data model, page structure, naming and measurement plan are fixed before the first page exists.

    Why it comes here. Every page reads from the foundation, so one fix here fixes every page. This is what lets the work scale.

    What it producesA source register, an information architecture and a measurement plan
  3. 03Guardrails

    Write the checks before the pages.

    Automated rules for links, headings, structured data, accessibility, page speed and source dates, set up to block a release that fails.

    Why it comes here. Speed is only safe when nothing broken can ship. Setting the rules first means the fast part cannot lower the standard.

    What it producesA verifier that runs on every change
  4. 04Build

    Build fast, from the foundation.

    AI agents generate pages, tools and tests from the register, in waves. People review the logic and the figures.

    Why it comes here. By now the hard decisions are made, so building becomes production rather than invention.

    What it producesWorking product, shipped in audited waves
  5. 05Verify and ship

    Release only what passes.

    Every wave runs the full verifier, then a person checks the figures against their source and decides what ships.

    Why it comes here. Trust comes from the checking, not from the speed.

    What it producesA release you can trust, with dated sources
  6. 06Measure and grow

    Learn, then go round again.

    Privacy-respecting analytics show whether people got their answer. What we learn feeds the next strategy round.

    Why it comes here. The loop closes back at strategy, so every round starts smarter than the last.

    What it producesA measured product and the next ranked list

The difference

Where the edge comes from.

The same people with the same tools get very different results depending on the order they work in.

The usual wayHow we work
Where it startsDesign mock-ups and a build backlogThe exact question people ask, sized and ranked
Figures and factsTyped into pages, one by oneHeld once in a source register, read by every page
Quality checksA test pass near the endWritten before the first page, run on every change
Scaling upMore people, more meetingsThe same foundation, more output
MeasurementAdded after launchPlanned before the build, tied to the question

At every stage

Rules that never change.

01

Start from the question

Every page or tool begins with the exact question a person types, and answers that first.

02

Primary sources, held once

Figures come from the official source and live in one register, so one update reaches every page.

03

AI-assisted, human-checked

AI agents draft, build and extend. People check every figure and decide what ships.

04

Verified on every change

Automated checks block a release for broken links, bad structure, accessibility faults or stale figures.

05

Static first

Pages are generated ahead of time and served from the edge: fast everywhere, cheap to run and hard to break.

06

Measure what matters

Privacy-respecting analytics tied to whether people got their answer, not to vanity numbers.

On AI

Fast because of the agents. Trusted because of the checking.

We use AI agents openly, as engineering tools. They draft calculators, generate pages from the register, write tests and run audits. That is how a small team built CalculatorHub.com's 50,000+ calculator pages in five months.

AI is not the authority, and it only works this well because stages one to three came first. Every figure traces to a primary source, every release passes the verifier, and a person decides what ships.

For clients

Weeks, not months, without giving up accuracy.

We bring the whole sequence to your project: the strategy, the foundation and the guardrails, then the fast build. Work that would take a large team months can be done by a small one in weeks.

We can run it for you, or set up the same workflow inside your team so it keeps paying off after we leave.

Contact

Want this method on your project?

A few lines is plenty: what you are building or measuring, where it is stuck, and the kind of help you have in mind.

Talk to us about your project