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r/mlops rules, stats, and what to post

A source-backed Rankhog guide to r/mlops: public rules, community context, posting fit, and startup-promotion risk before you publish.

Members
40,410
Community age
Created Apr 2018, 8 years
To post
No minimum in the rules
To comment
No minimum in the rules
Self-promotion
Allowed with conditionsVendors and self-promotion must be flaired and show effort.
Links
Not mentioned in the rules
Promo risk
HighFrom the rules, not from removal counts

Checked October 27, 2026 from the community's public Reddit pages:

Check a post for r/mlops

By Anthony Riera, founder and operator of Rankhog.

Subreddit guides combine public Reddit source URLs, captured rules, visible verification dates, and Rankhog's account-safety workflow.

Rule summary

  • Don't Be an Asshole: This community is still growing, we need to understand what's going to become of it. Just...just don't be an asshole.
  • Vendors and self-promotion should be flaired and show effort: There are literally hundreds of thousands of MLOps tools. Posting here is allowed, but do show effort and use the flair provided.
  • No low-effort or AI content: While using AI is fair, we'd like to keep the discourse organic. Having your OpenClaw agent post to r/mlops is a big no-no.

Works well

  • Posting a detailed technical question about a specific MLOps challenge you are facing.
  • Sharing a complex case study that clearly demonstrates the effort you put into a project.
  • Introducing a tool or service while strictly adhering to the vendor flair and providing a deep dive into its functionality.
  • Engaging in a discussion about the future of MLOps without pushing a product.

Avoid

  • Posting content that is uncivil or rude to other community members.
  • Submitting posts that are low-effort or lack any genuine effort.
  • Using AI agents to post content into the subreddit instead of writing it yourself.
  • Promoting a tool without using the required vendor flair.
  • Being self-promotional without showing clear effort in the post.

What r/mlops Is For

This community serves as the landing zone for anything related to MLOps, meaning it covers the entire spectrum of the field. It welcomes both beginners who are just starting out and professionals who are already deep in the field.

Rules That Matter Before Posting

The three main rules that determine if a post survives are “Don't Be an Asshole”, “Vendors and self-promotion should be flaired and show effort”, and “No low-effort or AI content”.

What To Post

A good post here shows that you have put real thought and effort into your contribution. If you are a vendor or promoting a tool, you must use the provided flair and make sure your post demonstrates substantial effort. Generally, the best approach is to contribute valuable, organic content that helps the conversation move forward.

What To Avoid

You should avoid being uncivil, which is covered by the rule “Don't Be an Asshole”. You must also avoid posts that are low-effort or that are AI generated, as the community wants the discourse to remain organic. Finally, if you are self-promoting, you must not do so without using the proper flair and demonstrating significant effort.

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Common questions about r/mlops

Can I promote my company's tools in this community?

You can promote your tools, but only if you use the provided vendor flair and make sure your post shows real effort.

What kind of content should I avoid posting here?

You must avoid low-effort posts and any content that is generated by AI, even though using AI for other things is fair.

What is the general standard for behavior in r/mlops?

The general expectation is that you must not be an asshole, as the community is still growing and defining itself.

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