Learn
Start with something you can check.
Two short exercises turn Magogi's evidence vocabulary into commands and visible results. Each one names its inputs, its boundary, and what the result cannot prove.
Lesson 1 · package
Redact one structured log record
Install mgf-common 0.52.0 from Magogi's public index, produce JSON, and assert that two made-up sensitive values do not survive.
- Uses published APIs from the public wheel.
- Prints a stable result across machines.
- Explains the boundary around opaque objects.
Lesson 2 · bytes
Check a file with SHA-256
Hash two nearly identical UTF-8 files, compare exact bytes, and deliberately catch a mismatch.
- Uses only the Python standard library.
- Works from fixed, downloadable fixtures.
- Separates equality from truth and authorship.