r/mlops is a subreddit with 39k members. The most common kinds of discussions are solution requests and advice requests, and the community frequently discusses mlops, mentor, tensorflow, tfx, and training.
The landing zone for anything MLOps - beginners and pros welcome. Vendors behave!
Popular Themes in r/mlops
#1
Solution Requests
: "whats the best ai gateway for llm applications in 2026?"
13 posts
#2
Advice Requests
: "Senior DevOps/Infra Engineer (10+ years K8s/AWS/Linux) looking to pivot into MLOps. Need honest advice on the fastest route."
4 posts
#3
Pain & Anger
: "Physical AI MLOps Challenges"
2 posts
#4
Ideas
: "M.Tech Capstone: Automated MLOps Pipeline with Data Drift Detection & Self-Healing Retraining. Too Basic?"
1 post
#5
Self-Promotion
: "I built UnFlow: a tool to help researchers with ML experimentation"
1 post
Popular Topics in r/mlops
#1
Mlops
9 posts
#2
Mentor
2 posts
#3
Tensorflow
2 posts
#4
Tfx
2 posts
#5
Training
1 post
#6
Feature Engineering
1 post
#7
Latency
1 post
#8
Sla
1 post
#9
Enforcement
1 post
#10
Llm
1 post
Flair Used in r/mlops
#1
beginner help😓
: "How can I have version control when I'm not allowed to install Git or connect to GitHub?"
56 posts
#2
MLOps Education :snoo_hearteyes:
: "Build a ML System to Predict the WC 2026 winner this Thursday, 5pm CEST"
52 posts
#3
Tales From the Trenches :snoo_shrug:
: "Interesting shift in “Platform Engineering / MLOps” interviews — lots of Kubernetes operations, very little ML"
44 posts
#4
Tools: OSS:doge:
: "Which GPU platform do you use when model testing starts from Hugging Face and GitHub repos?"
15 posts
#5
Great Answers :snoo_hearteyes:
: "To the people building MLOps systems: do you build them from the ground up or use managed MLOps platforms?"
14 posts
#6
Tools: paid 💸
: "What tools help organisations meet AI audit and documentation requirements under emerging regulation?"
4 posts
#7
(Gen)AI / Agents / LLMOps :illuminati:
: "Self-hosting inference vs paying per token: our exp on where the break-even actually sits"
3 posts
#8
Freemium :snoo_tableflip:
: "I built a controller that defers model retrains by learning from delayed labels (engineering model drift) - benchmarked on fraud and predictive maintenance"
3 posts
#9
Discussion :snoo_dealwithit:
: "What Breaks in AI Agent Memory After Months in Production?"
3 posts
#10
Research / Academia :snoo_hearteyes:
: "Engineers running open-source LLMs in production: what is the hardest part today?"
2 posts
Member Growth in r/mlops
Yearly
+14k members(55.5%)
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About
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Last updated: September 4, 2026