implement a complete ci/cd #2

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opened 2025-10-28 19:52:25 +00:00 by AndreFerreira5 · 0 comments

AndreFerreira5 commented

2025-10-28 19:52:25 +00:00

(Migrated from github.com)

we need a robust ci/cd pipeline for a smooth development and production cicle:
the pipeline should be composed of the following steps in order:

testing (code, data, containers)
mlflow server container build and pushing
api container build and pushing
ssh into the mlflow VM, pull the new container and run it
ssh into the production VM, pull the new api container and run it

note:
the testing action should run at every change in our codebase, while the rest should only run when changes are made in the main branch

we need a robust ci/cd pipeline for a smooth development and production cicle: the pipeline should be composed of the following steps in order: 1. testing (code, data, containers) 2. mlflow server container build and pushing 3. api container build and pushing 4. ssh into the mlflow VM, pull the new container and run it 5. ssh into the production VM, pull the new api container and run it _note:_ the testing action should run at every change in our codebase, while the rest should only run when changes are made in the main branch