On March 14, 2025 (following internal testing that began in Q4 2024), Meta rolled out . This update did not change the user interface you see; it changed the underlying GraphQL API endpoints that bots rely on.

He did the only thing left. At 6 AM, he opened a blank notepad. He wrote a single post, not for his bots, but for the 312 real people who had followed him because they actually liked his old photography.

Sophisticated bot networks can simulate human-like behavior, making it difficult for platforms to distinguish between real and fake accounts. These bots can follow, like, and comment on posts, creating the illusion of engagement.

Instagram's engineering team consistently updates the platform's backend infrastructure to limit bot activity and unnatural engagement. Several technical factors contributed to the definitive shutdown of the Takipciking exploit: