AI
Lunch and Learn  |  April 17, 2026

Artificial
Intelligence

~$0
Cost to build software today - effectively the cost of a laptop
Days
Time to build compelling large apps - down from months or years
"It's like we've discovered a new continent with 100 billion people on it, and they're all geniuses and willing to work for free."
Nat Friedman
01

Software has always
required specialists

Months
to Years
The gap between "I want this" and "this exists" - measured in time and staggering cost

Ideas get stuck

Every idea waits for a developer. Non-technical founders and operators are locked out of execution.

Speed bottleneck

Speed is limited by people, processes, and expense - not imagination or deep domain knowledge.

The gap

Between 'I want this' and 'this exists' used to be measured in months or years. The cost: staggering.

02

Deterministic Code

Traditional software does exactly what it was told - and nothing more. Six structural limits that define the old paradigm.

Hand-Coded Everything

Every feature, fix, and edge case must be written by a human - line by line.

Brittle Architecture

Components are tightly coupled. Change one thing, break three others.

🔒

Buried Keys & Passwords

Credentials scattered across files and configs. Easy to lose, expensive to rotate.

Patchwork Code

Systems grow over years, built by different people. Integration debt piles up fast.

Edge Case Failures

Code only handles what someone thought to code. Reality is always messier.

Compounding Maintenance

The older the codebase, the more expensive to keep running. Tech debt = interest.

03

How AI Changes
the Equation

By working inside deterministic rails, AI eliminates every structural weakness of the old model.

Speed

Generates code faster than any team

AI writes the boilerplate, the scaffolding, and the repetitive logic - instantly. No tickets, no sprints, no waiting.

Coverage

Handles edge cases more thoroughly

AI can reason across thousands of possible inputs, not just the ones someone thought of. Fewer surprises in production.

Agility

Adapts as requirements change

Refactoring and updating code becomes a conversation, not a project. Requirements shift - the code follows.

Security

Manages secrets & config cleanly

AI-native stacks (Vercel, Supabase) keep keys out of code and in secure environments. No more buried credentials.

04

The 50-Word Unlock

Learning a language takes 500 words. Code takes 50.

Human Language
~500
words to become functionally conversant

You can hold a nascent conversation, navigate daily life, understand context, and be understood. It takes real study - time, repetition, immersion.

Code Concepts
~50
words to unlock tremendous leverage

If you understand conceptually how 50 words apply to code, you can direct AI to build almost anything - for a fraction of the learning curve.

Low lift. Massive leverage. The barrier has never been lower.
05

Start with Some
Basic Tools

Six tools to bring an app to life - all free to get started.

01
VS Code
The Workspace

Where code is written and organized. A very fancy Word doc - for software.

02
Claude AI
AI Programmer

Describe what you want in English. Claude writes the code.

03
GitHub
Version Control

Every change tracked. Full audit trail. Like a time and sales tape.

04
Supabase
The Database

The app's long-term memory. Users, creds, preferences - all stored.

05
Vercel
The Publisher

Code to live product, instantly. Manages API keys & environments.

06
Google Workspace + Slack
Team & Data Layer

Gmail, Drive & Sheets for email ops, file storage, and row-by-row data records. Slack connects teams and living data.

06

The Current Thing

Vibe coding builds the product. Browser agents run the workflow. One creates. The other executes.

Vibe Coding

Describe what you want. AI writes the code. You ship it. The technical execution layer is no longer a bottleneck - it's a conversation.

Browser Agents

AI can now operate the browser itself. It sees what's on screen. It clicks buttons, fills forms, reads results, and decides what to do next - just like a human at a keyboard.

Why This Matters

Together, they collapse the entire loop - from idea to implementation to operation - into a single layer of intelligence.

From Code to Control: AI doesn't just write software anymore. It uses it.
07

The ClawBot Layer

Claws

A digital mouse - agents that act

Agents that click, fill forms, send messages, post content, make decisions, and execute - 24/7, no human in the loop.

Not a chatbot Your personal agent - taking action, not answering questions
Not recommendations Actual executions - the work gets done, not just described
Not a tool you use A partner that works for you - continuously, autonomously, at scale
08

Let's Not Get
Too Carried Away

Out of respect to our engineers and technology partners - the human layer still matters.

Jevons Paradox - William Stanley Jevons, 1865
When something becomes cheaper, people use more of it - not less. Jevons first described this when he observed that better steam-engine efficiency made coal more useful and economical, which increased coal consumption rather than reducing it.

There is - and will continue to be - growing demand for complex implementations, multi-platform integrations, and basic support and maintenance of complex applications.

AI makes software cheaper to build. That means more software gets built. Demand for technical specialists rises, not falls. The pie grows - it doesn't shrink.

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