Complexity vs. Craft

Obfuscation

Breaking the black box of artificial intelligence to reclaim human competence.

I made a mistake in . I wanted a fast internet connection. I bought a server rack for my home office. The rack was tall. The rack was black metal. The rack cost $840.

I did not know how to mount the rack to the wall. I felt a small fear when I looked at the rack. I thought the rack required a special knowledge. I called a man. The man came to my house. The man charged me $400.

Visual: The Architecture of Intimidation

He used a screwdriver. He used four screws. He leveled the rack. I had a screwdriver in my drawer. I had screws in a plastic bin. I paid $400 because the rack looked like a secret. I was afraid of the metal. I was a customer of my own doubt.

The Fog of Artificial Intelligence

People do this with Artificial Intelligence now. They call the software a black box. They call the software magic. They use words like "neural weights" and "latent space." These words are like the black metal of my server rack. They make the thing look hard. They make the thing look like a secret.

The consultant sits across from Tomás. The consultant wears a blue shirt. The room is quiet. The consultant says the word "orchestration." The consultant says "autonomous agentic workflows." The consultant quotes a retainer of $14,800.

Monthly Consultant Retainer
$14,800
The price of "orchestration": A margin built on Tomás feeling small.

This is for the first month. Tomás has a business. Tomás sells industrial valves. He has 42 employees. He knows how the valves move. He knows how the money moves. Tomás has a feeling. He thinks the logic of the software is simple. He thinks he could do the work.

The consultant uses three more words. The words are long. Tomás feels small. The consultant feels big. This is the goal of the words. The feeling of the logic retreats. The retainer of $14,800 advances. Tomás signs the paper.

Experts protect the price. They protect the price by keeping the software mysterious. They want the fog to stay. The fog is profitable. Every expert who keeps the software mysterious is protecting a margin. They turn capable people into permanent customers. They stand between the person and the skill.

I tried to talk to my dentist yesterday. I had a cavity in a molar. The dentist used a drill. The drill made a high sound. I asked the dentist about the drill. I asked how the drill worked. The dentist did not answer me. He put a mirror in my mouth. He wanted me to stay still. He wanted me to be a patient. He did not want me to be a student. He wanted to keep the skill on his side of the chair.

The Cook and the Sequence

Claire H.L. is a submarine cook. She works in a metal tube. The tube is under the water. The water is deep. Claire H.L. uses a pressurized stove. The stove is complex. The stove has valves. The stove has gauges. Claire H.L. does not need to know the physics of pressure. She does not need to be a physicist.

She needs to know the sequence. She opens the fuel line. She lights the flame. She watches the gauge. She makes the soup. Artificial Intelligence is a stove. You do not need to be a computer scientist to make the soup. You need to know the sequence.

"You only need to open the fuel line."

The sequence is a loop. A loop has five steps. First, the human gives a command. Second, the software reads the command. Third, the software chooses a tool. Fourth, the software uses the tool. Fifth, the software looks at the result. This is not a black box. This is a process. You can see the steps. You can write the steps.

Building with Plain Language

Paulo Teixeira knows the sequence. He has processed 30 billion tokens. A token is a piece of a word. He uses a tool called Claude Code. He builds agents. An agent is a set of instructions. The instructions are written in plain language.

Plain language is English. Or it is Portuguese. Or it is Spanish. There are nine languages in his method. The method is called Prompthen.

The 7 Rungs of Command

RUNG 7: AGENTS BUILDING AGENTS
RUNG 2: CONNECTING PROMPTS
RUNG 1: SIMPLE PROMPT

The method teaches you to build an interface for the software. You do not build a dashboard for a human to click. You build a command for the software to read. The command is small. The command is atomic. One command does one task. You stack the commands. This is a ladder.

You start on the first rung. You write a simple prompt. You move to the second rung. You connect two prompts. You move to the seventh rung. On the seventh rung, you build an agent that builds other agents.

A craft has rules. A craft has tools. You do not need a consultant for a craft. You need a teacher. Paulo Teixeira is a teacher. He provides 30 lessons. The lessons are free. He does not want the fog. He wants the clarity. He wants the learner to have the power.

The Six Pillars of Autonomy

01. Zero Friction
Write instructions, not code.
02. Result First
Solve a problem today, not in years.
03. Progressive Ladder
Start small, grow big.
04. Autonomy
Build a system, not a clone.
05. Meta Construction
Build tools that build tools.
06. Validated Shortcut
Use of experience.

I remember the technician at my house. He finished the rack. He stood back. He looked at the rack. He looked at me. He knew I could have done the work. I knew I could have done the work. We both looked at the screws. The screws were silver. The screws were simple. I handed him the check for $400. I paid for the privilege of not knowing my own strength.

The consultant wants Tomás to pay for that privilege every month. The consultant does not want Tomás to learn the ladder. If Tomás learns the ladder, the consultant loses the retainer. The consultant is a gatekeeper. The gatekeeper likes the lock. The gatekeeper does not like the key.

Own the Factory

When competence is hidden, people suffer. They lose time. They lose money. They lose the chance to build. A person who can direct an agent is a person with a factory. A person who can direct a team of agents is a person with an industry. This skill belongs to the person who works. It does not belong to the priesthood.

The software is ready. The software understands plain language. It understands the words you use to talk to your staff. It understands the words you use to talk to your customers. You already have the tools. You already have the screwdriver. You already have the screws. You only need to stop being afraid of the metal rack.

The retainer is the price the consultant charges to keep the logic small.

You can go to the website. You can read the 30 lessons. You can see the seven rungs of the ladder. You can see the six pillars. You can do this in Hindi. You can do this in Arabic. You can do this in French. The language does not matter. The logic matters. The logic is a sequence.

I went back to my server rack later that year. I took a screwdriver. I removed a screw. I put the screw back in. The metal did not bite me. The wires did not scream. The rack was just a place to hold things. I felt a change in my chest. I was no longer a customer of my own potential. I was the owner of the rack.

🗝️

The Mystery is Over

Tomás can be the owner of the logic. You can be the owner of the agent. The craft is here.

You only have to start at the first rung. You only have to open the fuel line. You only have to light the flame. The soup will be ready. The factory will run. The expert will have to find a new margin. The gate will be open. You will have the key.