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Splitting a Python Dockerfile into Build and Runtime Stages

· 8 min read
Rayen Dhmaied
DevOps & Site Reliability Engineer at CraftSchoolship

I shipped a Flask backend for a quiz platform. The first time CI tried to push the production image to GitHub Container Registry, it died midway:

#15 pushing layer dc355e6e88a5 145.61MB / 673.11MB 9.0s done
#15 ERROR: unknown blob

The image was around 700 MB. One layer on its own was 673 MB. Every Pod cold-start was pulling that off the registry, and pushes kept timing out because the single big layer took too long to upload in one shot.