Guides
Engineering guides
Written from systems I've built — including the parts that went wrong.
FastAPI, Celery and Redis: A Production Architecture Guide
Getting slow work — inference, message processing, database writes — off the request thread without losing tasks.
Read the guideBuilding Real-Time CCTV Analytics with YOLO
From camera feed to deduplicated alert: frame sampling, batching, tracking and the numbers from a four-stream build.
Read the guide