René's URL Explorer Experiment

{"@context":"https://schema.org","@type":"DiscussionForumPosting","headline":"Improve artifact end-to-end traceability","articleBody":"Configuration management best practices demand there should be full traceability end-to-end from source code, build, release (model building \u0026 model deployment), as well as artifacts (model, container, pipeline runs etc.)\r\n\r\nAt this time there are gaps in achieving this, especially if concurrent builds are run, e.g.:\r\n- the model deployment pipeline picks up the latest build\r\n- the evaluate_model.py script assumes as described a comment: \"Get most recently registered model, we assume that is the model in production\"\r\n- When traceability is possible, things are quite buried and require a lot of scripting to surface","author":{"url":"https://github.com/algattik","@type":"Person","name":"algattik"},"datePublished":"2019-09-27T06:28:09.000Z","interactionStatistic":{"@type":"InteractionCounter","interactionType":"https://schema.org/CommentAction","userInteractionCount":1},"url":"https://github.com/72/MLOpsPython/issues/72"}