Before
Legacy Kubernetes conditions
A high-traffic consumer platform presented systemic runtime failures, opaque production crashes and gaps in scaling and operational visibility.
Project field report
Stabilization and greenfield re-architecture of a high-traffic consumer fitness platform across product, delivery, data and infrastructure.
The route planned
This report currently exposes the verified structure of the work while detailed scope, dates and outcomes await the approved case-study source.
Before
A high-traffic consumer platform presented systemic runtime failures, opaque production crashes and gaps in scaling and operational visibility.
After
Horizontal scaling, Uvicorn and Gunicorn tuning, node redundancy and structured observability stabilized the platform while Cloud Run introduced elastic scale-to-zero services and automated delivery.
No performance or reliability number is published until its baseline, timeframe and source are verified.