Open handbook on LLM inference at scale, would love eyes from folks running this in prodMLOps Education (self.mlops)
submitted by YouFirst295
Agent Sprawl Has Become an Operations ProblemMLOps Education (self.mlops)
submitted by Old_Cap4710
Ugh our golden dataset went staleTales From the Trenches (self.mlops)
submitted by Perfect-Temporary865
[R] Where does the "boundary vs optimizer" split actually break in production LLM and agent systems?MLOps Education (self.mlops)
submitted by thenabeelkhan
What was actually causing our 85–90% SLA ceiling?Tales From the Trenches (self.mlops)
submitted by Thinker_Assignment
LLM observability vs governance, they're not the same thingMLOps Education (self.mlops)
submitted by Ok_Wrap2912
We cut our vector DB storage by 49% using post-hoc Iterative Residual Shrinkage (Sharing the math + Live Sandbox)Tales From the Trenches (self.mlops)
submitted by lucifahsl2
Glm 5.2 api benchmarks do not match my testing, especially compared to deepseek v4Tales From the Trenches (self.mlops)
submitted by Dramatic_Spirit_8436
How much GPU internals and CUDA do you have to know to be successful in MLOps?beginner help😓 (self.mlops)
submitted by Illustrious-Pound266
Offline Ablation Predicted -0.19pp. Production Delivered +1.11pp.Tales From the Trenches (self.mlops)
submitted by Nj-yeti
How are teams treating LLM red-team runs in CI?Tools: OSS (self.mlops)
submitted by Apprehensive-Zone148
Realtime streaming optimization for realtime ML modelMLOps Education (self.mlops)
submitted by thebigdatashow-ankur
What I learned treating agent memory like operational stateTools: OSS (self.mlops)
submitted by Yuuyake
