TaskForge Automation — portfolio demonstration summary Python/Playwright, real headless Edge, local mock API; not client work. 13 tests passed in the recorded sample run. 5 source records; 3 accepted contacts; 1 duplicate and 1 invalid record excluded. Dry run: 0 posts. First import: 3 posts. Unchanged repeat: 0 additional posts. HTTP errors and malformed receipts were tested without falsely recording success. No live CRM authentication or production portal compatibility is claimed. Underlying test records, raw screenshots, fixtures, and source archives are not published. Inquiries: rbachiefeditor@outlook.com