IDEalyze Brain
IDEalyze Brain

One system that reads a course
and builds what teaches it.

Source code, notes, transcripts, data and reading go in. Working lessons, runnable practice and interactive worlds come out, every claim checked against the material it came from. Worlds is live. The rest of the Brain is arriving.

1Integration live
5In the pipeline
0Claims we cannot trace
AnyCourse, any subject
The Brain

One core. Many integrations.

The core does the hard part: it reads material, proves what it found, and refuses to assert anything it cannot trace. Each integration is a different thing to point that at. Click any of them.

Integration 01 · Live

IDEalyze Worlds

A course becomes a place learners work. Not a video and a notebook: a browser environment running the instructor's real code on the real data, with exercises that cannot ship unless they run and quotes that cannot ship unless they match the recording.

What goes in

  • Source code and notebooks
  • Course notes and lesson text
  • Instructor recordings
  • The data the course teaches on
  • Papers and further reading
  • The environment lockfile

What the Brain does

  • Reads every file and every recording
  • Recomputes every number from the data
  • Proves each quote against its source
  • Flags where a recording and its code disagree
  • Runs every exercise before it can publish
  • Sends everything to a human to approve

What comes out

  • A lesson page per lesson
  • Guided practice with hidden tests
  • An interactive data laboratory
  • A world with the module's own mechanics
  • A URL per lesson, ready to embed
  • A reading list, cited and linked

The part that matters. A theme cannot contain a number, so every figure a learner sees resolves from the data. An exercise cannot publish unless its reference solution passes and its untouched starter fails. A quote cannot publish unless it matches the recording character for character. Where a recording and its code disagree, the Brain raises it and a person decides. Generated material that nobody approved never goes live.

A course as a place
Real code, real data, hidden tests
The rest of the Brain

Same core, pointed somewhere else.

Every integration below reuses what Worlds proved: read the material, verify what you found, hand it to a person. What changes is the material and what comes out the other side.

Next step

Bring us a course and we will show you.

Twenty minutes. Bring a repo, a lockfile, or a recording of something you teach. We would rather run it than describe it.

IDEalyze is a product of Learn Sports Analyticz LLC.