Selected work and capability areas — without a full product catalog.
Video highlights for creators — long recordings to short clips, processed on-device. Product site: getcutdeck.app. Company legal pages: Privacy · Terms.
Unified proxy and ops dashboard in front of local and remote model runners — one API surface, auto-discovery, streaming, and multi-backend routing without surrendering control to a hosted LLM vendor.
Self-hosted network and service visibility: register networks, scan and inventory devices, monitor change, and operate from a live dashboard with alerts and reporting — built for teams that own their LAN.
Focused creative apps on top of GPU workflow engines — auth, queues, asset libraries, and admin controls — so teams get usable interfaces instead of raw node graphs on shared hardware.
Internal R&D across threat intelligence, SOC-style visibility, OSINT automation, and scenario-based security training — LLM-assisted analysis where it helps, self-hosted where it matters.
The deployment layer under everything else: container and VM workflows, systemd services, GPU/ROCm tuning, and automation that keeps self-hosted platforms repeatable and operable.