Silence returned to the room. The fan slowed down.

Using these tools is generally considered a "black-hat" marketing technique and can lead to severe consequences: Account Compromise : Most services require you to provide a Facebook Access Token

Using these tools is widely considered unsafe by security researchers and Facebook Official Guidelines. Risk Category Consequence

However, the landscape has changed dramatically in 2023. Facebook’s AI-driven security, particularly , has made traditional auto likers obsolete or highly dangerous.

The "Portable" wasn't just hitting the API. It was simulating the time it took a human to scroll, pause, appreciate the photo, and click. It was artfully paranoid. It avoided the "burst" pattern that automated systems usually flagged.

Violation of the Meta Terms of Service can lead to permanent account deletion. ⚖️ Legal & Ethical Considerations