2 posts tagged with "Infrastructure"

Infrastructure

Video Rendering Pipeline for an AI-Driven Text-to-Video Platform

August 6, 2025 · 5 min read

Replacing dual React-ffmpeg architecture with unified browser-based solution, achieving 100,000 daily video renders with consistent preview-output matching and halved development effort.

ML Infra design for the GPU Poor

July 31, 2025 · 5 min read

Taming the Beast: How to Design a Queueing System for GPU-Intensive Workloads

TL;DR:

When designing for scale, the limiting factor is the GPU availability. So all rate limits / queueing must be designed around GPU availability.

Taming the Beast: How to Design a Queueing System for GPU-Intensive Workloads​

Taming the Beast: How to Design a Queueing System for GPU-Intensive Workloads