How we built a GPU-accelerated rendering pipeline at Clipo AI — PyCaps, NVIDIA passthrough in Docker, and a job queue that doesn't melt under load.

A startup invoice that doubled month over month, a serverless stack that was over-provisioned everywhere, and the unglamorous fixes that actually moved the number.

Cross-platform Flutter, real-time Whisper transcription, and the scrappy decisions that let a meeting app go from zero to 300 users without an ops team.