How AI agents work, shown with code that runs.
We explain AI mechanisms and AI news, and we build agents on camera. Each video has an entry on this page with its sources. Each tutorial has a public repository with the commands to run it.
Open the YouTube channelThree kinds of video
Mechanism explainer
One mechanism, from the idea to the arithmetic. For example, why a very large model uses only a small part of itself for each token.
AI news explainer
What changed in AI, what it means for a team that builds agents, and what is still unknown. Each claim has a source.
Tutorial
A complete build, step by step. The repository has the code, the tests, and the commands, so you can run the result yourself.
Our rules for each video
- Each claim has a source on this page.
- Each tutorial has a public repository under the Vikawork GitHub organization.
- Each number on screen comes from a run that you can repeat.
- We say what a method cannot do, not only what it can do.
The first videos are in production.
Each video gets an entry here when it goes public. To ask about a topic, or to ask for an agent of your own, write to us.
Talk to us