Some of the operations have been included without using the numpy library. Description of issue being adressed and the solution approach are mentioned underneath ...

Runner discovery restored to legacy strategy order with modern safeguards: b64 → URL → object → embedded manifest → file → shallow search → manifest URL (opt-in) → infer by structure → connector ...