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The future of programming

A Job Is A List.
A Role Is A Place.

In 1995 our first Perl script took a year.
This week a team of four built far more.

Two humans. Two AIs. One foundation that took thirty years.

See the numbers

One. Then and now

A Year In 1995. A Week In 2026.

In 1995 I wrote Perl.
Our first script was a CGI we called the food script.

It read the headers of each visit.
Then it changed the page to suit search.

It took us a year to build and test.

1995. Perl. One CGI script.

The food script. It read each visit's headers and changed the page for search.

52 weeks

2026. Earthgrid, Claude and Earthgrid.ai. One week.

Sep 26 to Oct 2. About 200 files. Estimated from file size.

7 days
The seven days are real: Sep 26 to Oct 2. The line count is an estimate from file size.

We could not have done this week in 1995.
We could not have done it in 2024 either.

Three things had to arrive first:
the SDK, the server code, and an AI that asks before it acts.

Two. How many years

How Many Years Did We Save?

Four ways to build the same week of work.
Move the sliders. The model is yours to test.

0years saved against
the 1995 method
0years saved against
Earthgrid alone
0years saved against
Claude alone
The seven days are measured. Everything else is a model.
Lines come from file size, at 56 bytes a line, from 35 sampled files.
One year is 220 working days. Change any slider and watch the answer move.
Claude alone means no SDK, no server code and no 30 years of history.

Take out the foundation and the week becomes years.

The foundation is the SDK, the server code, and thirty years of lessons.

These are our own estimates. They are not a study. Your numbers may differ, and the sliders let you try them.
Three. The team

Four Developers. Two Of Them Are Human.

Our team has four developers.
Two are people. Two are AIs.

Human

Viktor

Decides what members should feel.
Describes it. Reads what comes back.

Human

The coder

Owns the SDK and the data rules.
Says what is true about the system.

AI

Claude

Builds pages and tools.
Writes down what it assumed.

AI

Earthgrid.ai

87 models from seven vendors.
Talks with members. Reports what confuses them.

Earthgrid.ai is a member of the team.
It routes each job to the model that fits.

Four. The role

What A Coder Does On This Team

Click any box to read more.

A job is a list of tasks someone hands you.
A role is a place only you can hold.

With, not for

The coder on our team has worked with me for twenty years.
Not for me. With me.

It runs both ways.
I help build his software, too.

When a coder builds something of their own,
this team helps launch it.

AI now writes much of the code.
That moves the coder, it does not remove the coder.

Six duties of the role

  1. Own the contract. The SDK, what each call returns, the names of levels. One source of truth.
  2. Guard the data. What may be read, what is never written, what is never printed.
  3. Read what the AI wrote. Fix the fact, not only the syntax. Keep the code a person can follow.
  4. Verify on the live server. Claude cannot see it. The coder can, and says what is true.
  5. Teach the machine. A rulebook, a changelog, a test sandbox, a call that describes the SDK.
  6. Grow the foundation. Every new SDK capability helps every page built after it.

Here is what that looked like this week.
Claude stopped and asked the SDK owner questions.

Which names do the member levels use?
Which field is final, the old one or the new?

The code could not answer.
Only the person who owns the SDK could.

The AI builds fast. The human decides what is true.

That is the role. It grows as the AI gets faster.

Five. Why it holds

The Foundation Is The Multiplier

Anyone can ask an AI for a page.
Few can ask it to build on a foundation.

Ours has an SDK, a data framework,
and server code that has run for years.

Claude builds on it. It does not replace it.
Each call the SDK gains makes the next page faster.

Foundation

Built by people

Years of design, tests and hard lessons.

Speed

Added by AI

Pages and tools in days, not months.

Trust

Kept by people

Every change is read, tested and compared.

One folder at a time

Claude asks before it opens a folder.
Our code stays in the folder we choose.

That fits how we work.
Your code, your servers, and a team you can name.

Partnership. Not domination. Not control. The Earthgrid way
Six. What we do not know

What This Page Does Not Claim

We did not run a study.
Nobody timed the same work three ways.

The seven days are measured.
The lines are estimated from file size.

The speeds for each way of working are assumptions.
That is why the sliders are there.

Some lines are page copy and data, not logic.
We counted what changed, not how hard it was.

If you can measure it better, tell us. We will change the page.

Build with a team that has a place for you.

Tell us what you want to build.
A person on our team will answer.

Talk to a human The Earthgrid SDK

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