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.
live_tv The Series · New Drops Weekly
The news is the syllabus.
Every week Bot That Lyfe releases a new animated episode on YouTube — a real story from politics, business, law, agriculture or sustainability, broken down into the engineering, data, AI and agentic AI principles underneath it. Every episode comes with a free workbook. Every season adds up to a course.
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.
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
Where the next drops come from.
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
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
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
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
Farm bills, commodity margins, water rights, precision agriculture in the field.
Underneath it: Sensor data, time series, geospatial analysis and decision support.
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
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.
