A Guide to Mlops
Posted3 months agoActive3 months ago
mlops.swiss-ai-center.chTechstory
supportivepositive
Debate
10/100
MlopsMachine LearningDevops
Key topics
Mlops
Machine Learning
Devops
A guide to MLOps is shared, sparking interest and discussion around the practices and tools for implementing machine learning operations, with users appreciating the resource and discussing its completeness.
Snapshot generated from the HN discussion
Discussion Activity
Light discussionFirst comment
N/A
Peak period
1
0-2h
Avg / period
1
Key moments
- 01Story posted
Sep 26, 2025 at 9:49 AM EDT
3 months ago
Step 01 - 02First comment
Sep 26, 2025 at 9:49 AM EDT
0s after posting
Step 02 - 03Peak activity
1 comments in 0-2h
Hottest window of the conversation
Step 03 - 04Latest activity
Sep 27, 2025 at 7:44 AM EDT
3 months ago
Step 04
Generating AI Summary...
Analyzing up to 500 comments to identify key contributors and discussion patterns
ID: 45386488Type: storyLast synced: 11/17/2025, 1:16:33 PM
Want the full context?
Jump to the original sources
Read the primary article or dive into the live Hacker News thread when you're ready.
Is there a Podman version of this (versus the default Docker)? Would love to test it out with that...
cheers
Using podman shouldn't that big of a change though. BentoML that we present in the guide can also be used with podman instead of docker using the `--backend` flag, so you should be good to go.
We are a team of software engineers and data scientists from the Swiss AI Center. Over the past two or three years, we have written a comprehensive guide for transitioning ML projects from experimentation to a real production setup.
We selected suitable tools to minimize friction within established workflows and teams, with a particular focus on SMEs by using simple, small components. Our goal is to provide a practical, step-by-step guide to MLOps.
This guide is entirely open source on GitHub and might be of interest to some of you. It is used both to teach students and to train companies in Western Switzerland.