Pieces are more than just code snippets. On-device ML adds titles and descriptions, tags and related links to your developer tools. Never again type code from screenshots. Advanced OCR + Machine Learning automatically corrects defects to ensure accurate extraction output. Keep track of important source info and metadata to facilitate collaboration and reuse. All generated automatically. Code snippets can be managed and displayed with flexible interfaces. Search and sort options are intuitive, and transformations can be performed in a single click. Search by tags, tags, natural language or code to find saved materials with just a few keystrokes. Create boilerplate templates, optimize code for readability and speed, or translate snippets into new languages with just one click.