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AIDB // FIELD REPORT
AGENT MADNESS
ENTRANCE ANALYSIS
01 — TITLE
01 / 20
Transmission // Incoming

AGENT
MADNESS

Field Report from the Entrance
Why Look at the Entrance
Who showed up, what they built,
and what it tells us about where
this whole thing is going.
The Field

By the Numbers

94
Total Builds
87%
Team Accept Rate
51%
Solo Accept Rate
72%
Live Products Accepted
33
Vibe-Coded Entries
22
OpenClaw Builds
16
"AI-Run Company" Claims
86%
Arrived in Last 4 Days
// SECTION · 01 · OF · 06

The Org
Chart
Instinct

The Shift
People aren't building tools.
They're building org charts.
The Virtual C-Suite

Employee IDs.
Termination Policies.

Mise
Employee IDs. Three-strike termination policy for underperforming agents.
DimeADozen.AI
Atlas (CEO). Nova (Engineering). Blaze (Marketing). Autonomous.
The Fleet
Seven agents. A "chief of staff" orchestrator routing between them.
Harold
Explicitly calls itself "an AI chief of staff."
The Experiment
What's the minimum viable human
in a running business?
Striderlabs · CEO is an AI agent named "Jobs" · 100 MCP packages shipped in 10 days
// SECTION · 02 · OF · 06

The
Market
of One

The Real Unlock
The economics of software changed.
A market of one is now viable.
Markets of One

Problems no company
would ever build for.

Graves Flare Detection
9 years of Apple Health data. Catches thyroid flares 2–3 weeks early.
Life Coach OS
Built by a non-technical ADHD mom. Shipped.
Creek Intelligence
Predicts when rain-fed whitewater creeks are runnable. For Arkansas kayakers.
Jude's Stars
A toddler's behavior chart. Rendered as an exploding universe.
// SECTION · 03 · OF · 06

The
Memory
Problem

The Central Unsolved Challenge
Files are cognition.
Git is memory.
Markdown brain files. Knowledge graphs. Vector DBs. Copy-paste text files.
Shared MCP servers across Claude Code, Cursor, Windsurf.
The variety of hacks is the diagnosis.
// SECTION · 04 · OF · 06

Who's
Actually
Building

Not the People You'd Guess
The median builder is a
domain expert, not an ML engineer.
Paramedic · Glaciologist · Kayaker · Restaurant Operator · Sales Leader · ADHD Mom
// SECTION · 05 · OF · 06

Argument
as
Architecture

Not a Gimmick. A Pattern.
A single LLM call is unreliable.
So make the agents argue.
WikiTax.ai — five agents, six-stage debates, three times daily. An IRS Examiner constructs the government's strongest challenge.

The Gauntlet — seven personas across five model providers, four rounds of cross-examination.

Adversarial structure is doing what retrieval used to do.
// SECTION · 06 · OF · 06

Physical
World
Crossover

The Next Frontier

From "writes code"
to "controls pumps."

BrainJam
EEG + fNIRS brain signals. AI musical co-performer responding to cortical blood flow.
HW-Agent
Plain-language input → firmware uploaded to Arduinos.
Human Kind Network
Peristaltic pumps physically blending fragrances from AI-curated news.
Creek Intelligence
Raspberry Pis parsing NOAA radar in the field.
The Defining Tension
Ambition is extraordinary.
Infrastructure is baling wire.
That gap — between what's now possible and what's now reliable — is the defining characteristic of this moment.
End of Transmission

AGENT
MADNESS

The Bracket Begins