live_tv Free Edutainment for the AI Economy

Learn the work that's coming — through the stories happening right now.

Bot That Lyfe drops a new animated series on YouTube every week, with a free workbook attached. We take what's moving in politics, business, law, agriculture, sustainability and beyond, and break down the engineering, data, AI and agentic AI principles underneath it — so college students and working professionals stay engaged with real course material and ready for the work hitting the market.

New series · The CurveMost of the class is failing discrete math. A free animated course that teaches proofs picture-first — with homework and an answer key. arrow_forward
live_tv Now Streaming · Season 1

The Curve

Discrete math, proofs, and the semester five strangers almost failed — Don't tell me. Prove it.. 6 episodes, 39 minutes, a free workbook — start here.

route How It Works

Real stories in. Real skills out.

Edutainment with a syllabus: the story keeps you watching, the structure makes it stick, and the workbook makes it yours.

01

public The world moves.

Every week we pick a real story that is changing how work gets done — a policy vote, a court ruling, a market shift, a farm bill, a grid warning.

02

neurology We go underneath it.

An animated episode breaks down the engineering, data, AI and agentic AI principles inside that story — and the science of why they work, so it actually sticks.

03

construction You build the skill.

A free workbook with exercises, templates and real code; written lessons that go deeper; and a Discord full of people building the same things.

hub The Domains We Cover

One method, every domain.

The same fundamentals — systems design, data, AI and agents — show up in every industry the news touches. We follow the story wherever it breaks.

Politics & Policy

Politics & Policy

AI legislation, public procurement, public records, a city posting an RFP for a chatbot.

Underneath it: Document AI, retrieval over public records, agentic research pipelines, evaluation and audit trails.

Business & Markets

Business & Markets

Earnings calls, pricing moves, operations under pressure, the next hiring wave.

Underneath it: Data modeling, forecasting, workflow automation, and agents that act on real systems.

Law & Compliance

Law & Compliance

Copyright rulings on training data, contracts, privacy, the compliance deadline nobody planned for.

Underneath it: Provenance, verification, access control and auditability — building AI you can defend.

Agriculture & Food Systems

Agriculture & Food Systems

Farm bills, commodity margins, water rights, precision agriculture in the field.

Underneath it: Sensor data, time series, geospatial analysis and decision support.

Sustainability & Energy

Sustainability & Energy

Grid demand, data-center power, climate risk, the economics of clean energy.

Underneath it: Forecasting, optimization, simulation and systems thinking.

And Whatever Moves Next

And Whatever Moves Next

Education and the workforce, health, cities and infrastructure — wherever the work is changing this week.

Underneath it: The same fundamentals, applied where the story is.

visibility Inside an Episode

See exactly what you're walking into.

Every frame below is from a real episode. No stock footage, no talking-head lecture — a story you'll want to finish, with the real artifact on screen.

Real code, typed live
Real code, typed liveDiffs, bugs and fixes you can copy into your own project.
The context window, visualized
The context window, visualizedWhat the model can actually see — and what it loses in the middle.
Prompt anatomy
Prompt anatomyRole, task, constraints, format — graded, row by row.
Verification, in ten seconds
Verification, in ten secondsThe commands that catch a confident fabrication before it ships.
SQL that tells the truth
SQL that tells the truthTables, joins, and the query that lies without an error.
Graphs and agents
Graphs and agentsTraversals, recursive queries, and graphs as context for AI.
Inside the machine — and the brain
Inside the machine — and the brainThe neuroscience and neural-network ideas that make each skill click.
A cast you'll actually remember
A cast you'll actually rememberFive builders, one deadline, and the mistakes everyone makes once.
groups Who It's For

Built for people who want to be ready.

school

College students

Stay ahead of the syllabus. Learn the tools and judgment internships and first jobs now assume — with stories you'll actually remember on exam day.

work

Working professionals

Upskill without a bootcamp. Twenty minutes a week to understand how AI and agents are reshaping your industry — and how to build with them.

account_balance

Educators & teams

Every season ships with a program brief: outcomes, delivery options and assessment ideas for courses, cohorts and onboarding.

query_stats The Research Behind the Drops

Every episode starts with real, sourced research.

Funding, policy, markets, labs and jobs — researched and cited before it ever becomes a story.

Browse the research arrow_forward
menu_book Courses & Workbooks

Go deeper with the written courses.

Every season links to full written lessons — JavaScript, prompt and context engineering, databases and graphs, and agentic AI — with copy-ready code.

All courses arrow_forward
notifications_active A new series every week

Subscribe once. Learn every week.

New episodes and Shorts land on YouTube every week, each with a free workbook here. Join the Discord to build alongside everyone else.

A university, an employer, or a team that wants its own season?

We build custom seasons and program briefs around your domain — the stories your students or staff actually face, with workbooks and outcomes you can assess.