Testing Short-Form Video Automation at Scale
A field test of how much Instagram and TikTok content production could be automated with premade clips, including the method's peak audience results.
Technical notes, experiments, theories, and build logs from my work across local AI, systems, infrastructure, and early web projects.
A field test of how much Instagram and TikTok content production could be automated with premade clips, including the method's peak audience results.
I built a local Docker and PowerShell bench for testing CUDA TTS voice cloning models on an RTX 5070, with notes on first run setup, model tuning, and rough inference speed.
ANNIE V2 explores memory, self-monitoring, and background cognition loops around a local model while keeping the system private and controllable.
My first local AI harness, now publicly preserved as an archival proof of concept with memory, search, vision, voice, file handling, and early code-review tools.
A wave-based framework exploring quantum mechanics, relativity, and an underlying structure for reality.
The first step in building this site and the curiosity that pulled me into software, systems, and product work.