Blog
Technical deep-dives, case studies, and lessons from building production AI systems.
AI Development
How We Built the AI Clip Pipeline Behind ViceForge Clip Machine
Five signals, game profiles and on-demand GPUs: how ViceForge Clip Machine finds the moments worth posting, and what it costs us to process a video.
Predrag Mitrovic2026-05-20 路 6 min read
Full-Stack
5 Lessons From Running Next.js 16 in Docker
Turbopack, Alpine Linux, and environment variables: the gotchas we hit shipping Next.js 16 in production Docker containers.
Predrag Mitrovic2026-05-18 路 4 min read
AI Development
How We Achieved 74% Accuracy in Sports ML Predictions
Training 3 custom ML models on more than 21,000 matches with 62 engineered features, and why Scikit-learn beat deep learning.
Predrag Mitrovic2026-05-15 路 5 min read