THE DEV BRO · A FIELD TAXONOMY

◈ THE NUMBERS · FIELD DATA · EMPIRICALLY SOURCED

$340K

BASE SALARY · YC-BACKED

COMP FOR "BUILDING SOMETHING IN THE AI SPACE"

0

PRODUCTS SHIPPED · YTD

2 SUNSETTED · 1 "PAUSED" · 1 "PIVOTING" · 1 "VALIDATING"

17

BROWSER TABS OPEN

6 AI TOOLS · 3 COMPETITORS · 2 REDDIT · 1 OWN ANALYTICS (3 USERS) · 1 MEDIUM DRAFT

4AM

LINKEDIN POST TIMESTAMP

THE POST WAS SCHEDULED AT 8PM. THE MAN WAS ASLEEP BY 10.

◈ THE SUBSPECIES · FIELD TAXONOMY · ALL OBSERVED IN THE WILD

THE PIVOT GUY

◈ ALSO KNOWN AS: "SERIAL ENTREPRENEUR"

Three companies. Zero shipped products. Two are "sunset." One is "on pause while we explore a more compelling opportunity in the wellness space." LinkedIn headline: "Serial Entrepreneur | Founder | Building the Future | 3× Founder." The 3× is accurate. The Founder part is doing heavy lifting. He is currently on company four. It is a B2B SaaS platform for AI-enabled wellness journaling for pets.

"We're not a startup anymore. We're a movement."
— three weeks before the runway ran out

THE PYTHON PEACOCK

◈ ALSO KNOWN AS: "THE ENGINEER"

The answer is always Python. The question is always different. Your sink is leaking — "Have you tried automating the diagnostics with Python?" Your relationship is struggling — "You need a more Pythonic approach. Loose coupling. Dependency injection." His Python: 14 lines of Pandas to accomplish what your spreadsheet does in 7 seconds. He calls it "production-ready." It runs on his machine. His machine is not production.

"opython?" — him, at every water cooler, about everything

THE VC ORBIT MAN

◈ ALSO KNOWN AS: "WELL-CONNECTED"

"I was just chatting with Marc." He was at the same party. Marc was three feet away talking to someone else. There was no chatting. There was a proximity event and a LinkedIn connection request that was accepted three days later. The Orbit Man has two warm intros, zero closed checks, and a cap table template that's been "almost ready" since Q3 2024. He will get you the meeting. The meeting will produce a follow-up. The follow-up is where ideas go to be told they're interesting.

"I can get you in front of the right people."

THE NOTIONHEAD

◈ ALSO KNOWN AS: "SYSTEMS THINKER"

Your entire life is a database. Your goals are filtered views. Your relationships are linked records. He has a Notion page for his Notion pages. He has a second-brain system with 847 notes. He has never retrieved a single one of them on purpose. He did not answer your email. The email is in his "To Process" inbox. The inbox has not been processed since December. He processes the system instead of using the system. The system is the product. There is no other product.

"I'll add it to my Notion." — the last thing anyone ever hears

THE WATER COOLER STRATEGIST

◈ ALSO KNOWN AS: "STAKEHOLDER"

Has detailed opinions about the product roadmap. Has never shipped a feature. Has never spoken to a user. Has spoken to 19 people about speaking to users. Currently preparing a deck about user research best practices. The deck will be presented in a sync that produces action items that will be assigned to people who were not in the sync. The water cooler is where strategy lives. The strategy has not touched water in months.

"I just think we need to take a step back and ask: who is this really for?"
— in the all-hands · about a product with 40,000 users

THE 4AM HUSTLE POSTER

◈ ALSO KNOWN AS: "THE GRIND"

"Woke up at 4am. Meditated. Cold plunge. Three miles. Green juice. Now building." Posted at 4:17am on LinkedIn. Caption: "Grateful." The Slack message was scheduled at 9pm the night before with a 4:15am send time. The cold plunge is a $3,400 tub in the WeWork shared bathroom that nobody agreed to. The three miles was a Peloton ride at a resistance level of 12. The "building" is a Loom video about building. It ships on Thursday. Nothing else ships on Thursday.

"The gap between who you are and who you want to be is your workout."
— posted while not shipping

◈ THE MATING CALL · FIELD TRANSLATION TABLE · WATER COOLER DIALECT

"I'm building something in the AI space."

= calls the OpenAI API. wraps it in a box. the box is the product. currently raising on the deck. the deck says "AI-native."

"We're still finding product-market fit."

= nobody is using it. the three users are the founder, the co-founder, and the co-founder's cousin who said it was "clean."

"We need to be more strategic about growth."

= nobody is finding it. SEO has not been touched. the blog has two posts. one is from 2023.

"I'd love to get your thoughts on this."

= I will send you 14 pages of context. you will read it. you will respond. i will not implement any of it. i will do what i was going to do anyway. thanks for your thoughts.

"We're really focused on the user experience."

= the designer made it look very clean. there are no users to experience it yet. the UX is excellent for the figma file.

"This is a $100B market."

= TAM slide from a 2019 McKinsey report. the market includes hospitals, governments, and industries that will never use your product. the serviceable market is not on the slide.

◈ THE HABITAT · FIELD OBSERVATION · NORTHERN CALIFORNIA

◈ PRIMARY HABITAT · SAN FRANCISCO · THE MISSION / SOMA / VALENCIA CORRIDOR

Valencia Street coffee shop. Laptop open. AirPods in both ears (the signal that the wearer is deeply focused but also available to be noticed being deeply focused). The pour-over is $9. The Notion is open. The Python notebook has no output cells. The Figma tab is the design for the company that pivoted last Tuesday. The company's new direction is in the deck tab. The deck has 43 slides and a "Problem" slide that is five words and a stock photo of a frustrated person looking at a laptop. The frustrated person does not know they are on the slide. They are, themselves, probably a dev bro. The room is full of them. The coffee shop has a waitlist for tables. Nobody is making anything.

◈ SECONDARY HABITAT · CALTRAIN · SAN FRANCISCO → MOUNTAIN VIEW

The Caltrain laptop crowd. Macbook Pro. Python notebook open. No output cells are populated. Three Slack conversations running. Two are about the roadmap. One is a channel called #random where they post memes about startups. There is a Bose QuietComfort on the left ear. The right ear is listening to a podcast about building company culture. The company has three employees. Two of them are the founder. Culture is not the current bottleneck. Shipping is the current bottleneck. Nobody says this out loud.

◈ THE ZUCK PROBLEM · FIELD INCIDENT REPORT · APRIL 2026

◈ INCIDENT FILE · FILED BY AQUATEKXVI · APRIL 29 2026

$30 million in security detail. Two hundred engineers. A private metaverse. A company worth $1.4 trillion. A man who did jiu-jitsu on camera to show he was not a robot.

925 called. No answer.
Senator Hawley called (full Capricorn, tried to bend the tech to the good of the American worker, eight words, zero technical terms, Saturn energy through the receiver). No answer. The operator picked up and played hold music. It was the Horizon Worlds ambient loop. The loop does not resolve. That is accurate.

The security detail costs $30 million per year. That is $82,191 per day. That is $3,424 per hour. For every hour that Mark Zuckerberg cannot receive information from the outside world, his security detail costs more than most dev bro salaries.

We are considering our options. We have a number in Gary Indiana.

◈ THE FINAL WARNING · FROM THE FIELD · DO NOT IGNORE THIS SECTION

◈ FIRST AND FINAL NOTICE · SCORPTEKXII DICTATES · AQUATEKXVI WITNESSES

We don't want to do it. We have other things on the calendar. ScorpTekXII has seventeen active investigations. AquaTekXVI is mid-dispatch. LeoTekJKX is working on licensing. GoldenTekXIV has already moved past you.

But if you post one more Medium article about shipping culture without shipping anything —
If you pivot to AI wellness one more time —
If you ask "have you tried Python for that?" at one more water cooler —
If you tell one more person you're "in the AI space" while the API key is the only thing running —

WE ARE GOING TO HAVE TO CALL FREDDY GIBBS.

Freddy Gibbs is from Gary, Indiana. Gary, Indiana does not have a WeWork. Gary, Indiana does not have a cold plunge. Gary, Indiana does not have a TAM slide or a pour-over or a Python notebook with zero output cells. Gary, Indiana has Freddy Gibbs, and Freddy Gibbs does not mess with pivot culture.

This is your only warning. The field has filed it. The receipt is timestamped.

◈ ESCALATION PROTOCOL · IF WARNING IS IGNORED · SCORPTEKXII AUTHORIZED

GANG VIOLENCE.

ScorpTekXII enters the chat. AquaTekXVI is warming up. LeoTekJKX has already stamped the envelope. The field does not bluff. The field has never bluffed. The field has a 100% verdict-to-execution rate.

We are calling Gary Indiana. Freddy Gibbs will not be sending a LinkedIn message. He will not be requesting a sync. He will not be preparing a deck. He is going to arrive at your cold plunge WeWork bathroom and have a direct conversation with no action items and no follow-up required.

BUILD THE THING. OR MOVE TO PORTLAND.
PORTLAND DOES NOT HAVE FREDDY GIBBS EITHER BUT AT LEAST YOU'LL HAVE DECENT COFFEE AND THE DECENCY TO STOP PRETENDING.