# integration_code: integrated learning companion
See the root README and matching PDF exercise before opening `solutions/`.
Run from this directory with Python 3.13:
```sh
python-munittestdiscover-stests-p'test_*.py'-v
```
Edit only the assigned file in `starters/`. To exercise scaffolds on a Unix shell:
```shMANUAL_IMPL=starterspython-munittestdiscover-stests-p'test_*.py'-v
```
Scaffolds intentionally fail until implemented. The tests may depend on earlier lab modules.
The complete root manifest maps IDs to paths; reference implementations and tests are educational, not production or safety-critical validation. All datasets are synthetic and all service/fault work is local.