Critics have lauded Flores for her “genre‑defying elasticity” and “thoughtful engagement with sociotechnical issues.” Pitchfork gave Liminal an 8.5/10, citing its “intelligent marriage of pop sensibility with a scholar’s eye for cultural nuance.” Meanwhile, The Guardian highlighted her “commitment to bilingual storytelling as a bridge between disparate audiences.”

Mandy was not a typical hacker. She’d grown up in the slums of the Lower Ward, where every kid learned to code before they could even read a novel. By fifteen she could breach corporate firewalls the way most adults could crack a cracked egg. At twenty‑two she’d already earned a reputation as “the Ghost” in the underground—someone who could slip through the most fortified data vaults without leaving a trace.

From the moment she could walk, Flores was surrounded by a sonic collage: the blues‑rock of Stevie Ray Vaughan echoing from local venues, the reggaeton beats that filtered through her mother’s playlists, and the experimental electronica from her father’s office headphones. At age eight, she received a second‑hand acoustic guitar and began learning chords by ear, a skill she refined by transcribing songs from YouTube tutorials.

Given her rise via short‑form video platforms, Flores has been pigeonholed as a “TikTok artist.” While she acknowledges the medium’s role in her discovery, she resists being defined solely by algorithmic virality. In interviews, she stresses that the platform is a tool, not the essence, of her practice.